This update promotes the previously advisory membership-freeze judgment to training and implements terms-v14 to better identify authoritative domain definitions. It refines the scorer to use provider-scoped intent for these definitions and excludes specific classifier vocabulary from the lexical search to prioritize correct domain term matching. A new independent holdout corpus for cold-chain disposition has been added, maintaining the scorer's robustness against complex, similar domain/presenter structures.