{
  "phase": "4AK",
  "name": "apl-timing-validation-v1",
  "human_authorization": "允许独立新模型分支测试动力学假设",
  "gpu_uuid": "GPU-79f3a85d-adce-7833-7003-6488140ca596",
  "neurons": 166700,
  "edges": 25582938,
  "raw_weight_sum": 124177617,
  "apl_delay_steps": 18,
  "dt_ms": 0.1,
  "apl": {"tau_ms": 20.0, "gain": 0.01, "normalization": 1.0},
  "validation": {
    "seeds": [1073741825,1073741826,1073741827,1073741828,1073741829],
    "modes": ["physiological", "matched_energy"],
    "duration_ms": 100.0,
    "odor_count": 6,
    "repeat_first_seed_each_odor": true,
    "cohorts": ["seed_validation", "novel_to_aj"],
    "median_scope": "unchanged original frozen 12-odor panel",
    "median_mapped_response_sum": 2.556107997894287,
    "full_oracle_policy": "first static odor, first seed, each mode, for each cohort",
    "unlock_novel": "Complete seed_validation execution, representation and repeat gates must pass before any novel-to-AJ brain trajectory"
  },
  "gates": {"sparse_min_fraction": 0.03, "sparse_max_fraction": 0.09, "max_fraction_strict": 0.5, "min_fraction_strict": 0.0, "minimum_separable_odor_pairs": 3, "same_jaccard_gt_between": true, "between_euclidean_gt_within": true, "both_modes_required": true, "finite_required": true, "repeat_exact_required": true},
  "control_cases": ["cal-physiological-00-s51101", "cal-matched_energy-00-s51101"],
  "output_budget_bytes": 25769803776,
  "training": false,
  "candidate_generation": false,
  "old_heldout_dynamic_access": false,
  "new_validation_dynamic_execution": true,
  "historical_never_simulated_odor_claim": false,
  "universal_seed_independence_claim": false,
  "selection_policy": "Fixed source panel order, both cohorts and input schedules registered before any new trajectory. Stop on numerical failure or seed-block representation failure; retain all results, no replacement seeds/odors, no tuning, no pooled gate rescue.",
  "hypothesis": "The already frozen AJ D18 operator generalizes to new audited seeds and six odors not used in AG/AJ calibration. No change whatsoever to dynamics, input transform, temporal window, graph, signs, APL mask or metric definitions."
}