{
    "judgments": [
        {
            "dependent": "Gender",
            "decision": "rescue",
            "confidence": 0.72,
            "reason_code": "dominant_majority_dirty_rows",
            "reason_refers_to": null,
            "rationale": "Only the blank-prefix group disagrees, and its two values are both missing-value markers (\"na\" and blank), so this looks like inconsistent encoding of unknown, not two real genders. Mr, Mrs and Ms each map to one gender.",
            "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",
                    "measured_shape",
                    "paired_values"
                ]
            },
            "scope": {
                "owning_determinant": [
                    "Prefix"
                ],
                "interpretation": "organizational_assignment",
                "population": "all_eligible_rows",
                "conditions": [],
                "basis": "Honorific to gender is a standing convention: Mr maps to M, Mrs and Ms map to F. The one disagreeing group is the blank prefix, split between two spellings of unknown. Rows here are single customers, not versioned snapshots.",
                "evidence": [
                    "paired_values",
                    "measured_shape",
                    "other_columns_in_this_table"
                ]
            }
        }
    ]
}