Tiny calibration sets can make confidence cascades worse
A confidence cascade can underperform its stronger candidate even when its calibration split looks safer. With a tiny, automatically labeled split, temperature and threshold estimates are noisy; fallback decisions then discard correct candidate predictions or retain the wrong one…