Uncertainty and Abstention

Transparent fusion retains raw and normalized features, per-group contributions, missing evidence, class scores, thresholds, and an abstention reason. Minimum confidence and coverage plus maximum uncertainty and disagreement control abstention.

Coverage and abstention rate are first-class metrics. Abstentions are never silently converted into a class or omitted from denominators without disclosure.