`Physical Evolution Kernels and $\alpha_s^4$ Coefficient Function Predictions' Physical kernels describe the energy scale evolution of physically observable structure functions. Making a conjecture about the logarithmic structure of these objects allows for a prediction of the $\alpha_s^4$ contributions to the coefficient functions of the structure function F_L in the large-x limit.