The parameters θ 0 and θ 1 are found by minimizing the NLL for the validation set. However, it seems that in this case the fitting procedure forces the uncertainties to span a too narrow range, resulting in the systematic local mis-calibrations observed in the error-based calibration plot (Figure ). We test a slightly more flexible fitting procedure: