Normalized histograms of the CLASS_STAR stellarity index in the training (KiDS × SDSS) and inference (KiDS) datasets. The intermediate values represent failures of the morphological classifier. Those values are not commonly present in the training data, thus we cannot expect the ML models to work correctly for objects with such index values. We consider the sources in between the red dashed lines as unsafe for the inference.