🎯 Truth Serum

Surprisingly-popular verdicts and annotator calibration for {{ task_name }}
Download export (JSON) Verdicts + raw predictions. Majority vote fails on hard items; surprise doesn’t.

Where the crowd is likely wrong

Items whose surprisingly-popular label differs from the majority label: an answer was more popular than its own supporters predicted, the statistical signature of an informed minority. Review these first.

Annotator calibration

Calibration error: how far each annotator’s predicted agreement is from the agreement they actually got from peers (lower is better). SP-alignment: how often their label matches the surprisingly-popular verdict.

All items with verdicts

Every instance with at least the minimum number of predictions.