Before revision:  Two regularization parameters for fields and couplings are tuned to yield equal values for both the sample average and the ensemble average of evolutionary energies of natural proteins.
After revision:  Two regularization parameters are tuned to yield equal values for both the sample average and the ensemble average of evolutionary energies of natural proteins.