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  "map_content": "6) Properties/constraints worth imposing on J\n- Consistency with D: outputs must respect binding precedent/statutes.\n- Monotonicity w.r.t. favorable evidence: strengthening a party\u2019s evidence should not worsen their status absent contrary changes (within the same procedural stage).\n- Thresholding by standards of proof: explicit mapping from standards to decision thresholds.\n- Multi-party allocation: ability to output multiple owners/shares.\n- Temporal dynamics: O_t = J(E_t, D_t, \u2026) with res judicata/appeal rules; allow only limited revisions over time.",
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