{"slug":"aialign-halowerk-com-v1-confidence-calib-db9700","title":"Compares scalar confidence with binary correctness, calculates mean squared Brie","host":"aialign.halowerk.com","method":"POST","resource":"https://aialign.halowerk.com/v1/confidence-calib","category":"other","description":"Compares scalar confidence with binary correctness, calculates mean squared Brier loss, partitions confidence into caller-selected equal-width bins and reports expected and maximum calibration error. It does not validate labels, correct class imbalance or prove calibration beyond the supplied sample","price_listed":0.003,"price_asked":0.003,"state":"answering","state_label":"Answering","checks_7d":1,"answered_7d":1,"latency_ms_median":890,"reported_calls_30d":1,"reported_payers_30d":1,"networks":["eip155:8453"],"badge":"unverified","paid_checks_7d":0,"paid_ok_7d":0,"example_input":{"body":{"bin_count":5,"predictions":[{"confidence":0.9,"correct":true,"prediction_id":"p1"},{"confidence":0.8,"correct":false,"prediction_id":"p2"},{"confidence":0.55,"correct":true,"prediction_id":"p3"},{"confidence":0.2,"correct":false,"prediction_id":"p4"}]},"bodyType":"json","method":"POST","type":"http"},"output_schema":{"$schema":"https://json-schema.org/draft/2020-12/schema","properties":{"input":{"additionalProperties":false,"properties":{"body":{"additionalProperties":false,"properties":{"bin_count":{"maximum":100,"minimum":2,"type":"integer"},"predictions":{"items":{"additionalProperties":false,"properties":{"confidence":{"maximum":1,"minimum":0,"type":"number"},"correct":{"type":"boolean"},"prediction_id":{"maxLength":128,"minLength":1,"type":"string"}},"required":["prediction_id","confidence","correct"],"type":"object"},"maxItems":100000,"minItems":1,"type":"array"}},"required":["predictions"],"type":"object"},"bodyType":{"enum":["json","form-data","text"],"type":"string"},"method":{"enum":["POST","PUT","PATCH"],"type":"string"},"type":{"const":"http","type":"string"}},"required":["type","method","bodyType","body"],"type":"object"}},"required":["input"],"type":"object"},"history":[{"day":"2026-09-24","reachable":true,"status":402,"valid_402":true,"asked_usdc":0.003,"price_match":true,"latency_ms":890,"error":null}],"description_full":"Compares scalar confidence with binary correctness, calculates mean squared Brier loss, partitions confidence into caller-selected equal-width bins and reports expected and maximum calibration error. It does not validate labels, correct class imbalance or prove calibration beyond the supplied sample.","last_updated":"2026-09-01T07:59:04.634Z","schemes":["exact"]}