{
    "judgments": [
        {
            "dependent": "Gender",
            "decision": "rescue",
            "confidence": 0.72,
            "reason_code": "dominant_majority_dirty_rows",
            "reason_refers_to": null,
            "rationale": "The only disagreement is in the empty-Prefix group, where 'na' and an empty string are two encodings of 'unknown gender'. That is a missing-value inconsistency, not a second real value. Mr./Mrs./Ms. map cleanly to M/F.",
            "request_escalation": false,
            "claims": {
                "repetition": "repeated_owners",
                "population": "measured_eligible_rows",
                "collision": {
                    "direction": "forward",
                    "columns": [
                        "Gender"
                    ],
                    "conflicting_values": [
                        "na",
                        ""
                    ],
                    "evidence_refs": [
                        "violating_groups",
                        "forward_violations"
                    ],
                    "basis": "observed_in_evidence"
                },
                "scope_claim": null,
                "evidence_refs": [
                    "candidate",
                    "violating_groups",
                    "paired_values",
                    "measured_shape"
                ]
            },
            "scope": {
                "owning_determinant": [
                    "Prefix"
                ],
                "interpretation": "entity_property",
                "population": "all_eligible_rows",
                "conditions": [],
                "basis": "An honorific encodes the person's gender, so Prefix should carry one Gender. The 3 rows with an empty Gender in the empty-Prefix group are the quarantine set: a blank used where 'NA' is used for the other 130 rows. The table has no version coordinate that would make both values correct.",
                "evidence": [
                    "paired_values",
                    "forward_violations",
                    "measured_shape",
                    "other_columns_in_this_table"
                ]
            }
        }
    ]
}