{"judgments":[{"dependent":"Gender","decision":"rescue","confidence":0.7,"reason_code":"dominant_majority_dirty_rows","reason_refers_to":null,"rationale":"Mr→m, Mrs/Ms→f is a conventional title-to-gender mapping. The only disagreement is 3 empty-string Gender rows against 130 'na' rows under a blank Prefix, two spellings of a missing value, which looks like dirt rather than a second real value.","request_escalation":false,"claims":{"repetition":"repeated_owners","population":"measured_eligible_rows","collision":{"direction":"forward","columns":["Gender"],"conflicting_values":["na","")"],"evidence_refs":["violating_groups","measured_shape"],"basis":"observed_in_evidence"},"scope_claim":null,"evidence_refs":["candidate","violating_groups","measured_shape","paired_values"]},"scope":{"owning_determinant":["Prefix"],"interpretation":"organizational_assignment","population":"all_eligible_rows","conditions":[],"basis":"A salutation implies a gender by convention. Only the blank-prefix group disagrees, and its split is 'na' versus an empty string, two encodings of unknown gender. Quarantining the 3 empty-string rows removes the inconsistency and no real history.","evidence":["paired_values","measured_shape","other_columns_in_this_table"]}}]}