The dependence of the model-predicted uncertainty on the stellar parameters for the test set. The background gray hexbins display the number density of stars on a logarithmic scale. The red solid line with markers represents the median predicted uncertainty calculated in 20 equidistant bins across the parameter range. The red shaded region indicates the 68% interquartile range (16th–84th percentiles) of the uncertainty distribution within each bin.