Live calibration
Running accuracy and calibration on real submitted claims, as labeled by Veridi administrators. See also: baseline calibration on the 100-claim validation set.
User perception (submitter feedback) — Pragma
Submitter feedback on expectation match, reasoning, and evidence. Perception, not ground truth — diverges from admin judgment in informative ways.
Insufficient data — no feedback submitted yet.
Calibration feedback loop
Brier-lite scoring on outcomes from the last 30 / 60 / 90 days. Predicted is the system's confidence at recommendation time; actual is the realized outcome (per the methodology's outcome → ground-truth map). Lower Brier = better-calibrated predictions.
Calibration loop not yet running for this methodology — the 90-day window has fewer than 5 resolvable outcomes.
Outcome submissions
User-reported outcomes for Pragma policy analyses: was the recommended policy adopted?
Need at least 5 outcomes for distribution to be meaningful.
Not enough outcomes yet. Check back as more users opt in to outcome tracking and report back at the scheduled intervals.