Review the evidence behind a signal.

One workbench, four tabs: Passage, Two drafts, Claim split and Video cues. Inspect a source span or timestamp before deciding what to change.

Known misses and false alarms from the held-out evaluation stay alongside the score. Those evaluation results describe the test corpus, not a verdict on your input.

Text scores are heuristic review signals. Video cues mark visual changes and supplied notes; they do not recognize objects, people or actions. Neither measures a reader or predicts a market.