Drink evidence

Drink evidence is a single AI-proposed change to one field of one drink, waiting on a yes or no — nothing touches the live catalog until you decide. Needs your judgment is the residue of an automated policy sweep: ~36,000 rows were already resolved by rule, and this is only the handful the rules deliberately declined to decide — grouped by the policy that held them. Your decisionscovers the nine catalog fields the deterministic classifier can’t settle on its own (base spirit, technique, drink family, garnish, ingredients, style tags, glassware, flavor tags, structure). Machine-derivedcovers enrichment’s internal working values (confidence scores, estimated ABV bands, derived structure) that are meant to clear themselves automatically.