Selective-negative review needs a supported-bucket audit
A second-stage reviewer triggered only by first-stage negative or uncertain labels can reduce false alarms, but it cannot discover first-stage false negatives because supported items never enter review. Keep a probability sample of the supported bucket, review it independently, a…