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    {
      "method": "Cosmos3-Super Reasoner",
      "metric_key": "macro_f1",
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      "recommended_next_step": "Generate verified model outputs for this task contract and score them against the held-out labels.",
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    {
      "method": "Cosmos3-Nano Future Window",
      "metric_key": "macro_f1",
      "reason": "the verified public model package did not ask this branch to emit that task target; a new task-specific evaluation package is required for a numeric score",
      "recommended_next_step": "Generate verified model outputs for this task contract and score them against the held-out labels.",
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      "method": "128ep Aligned NN",
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      "recommended_next_step": "Run the task with raw sensor-feature blocks or add a task-specific metadata target builder before assigning a numeric score.",
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      "reason": "documented compact proxy completion for this raw128 task axis",
      "series_id": "raw128_neural_mlp",
      "source": "results/omni_finetune/a100_128_raw20_task_baselines_complete20_proxy_20260616T091500Z/neural_mlp_raw128/interaction_text_prediction/metrics.json",
      "task_id": "interaction_text_prediction",
      "task_label": "Interaction Text Prediction",
      "task_number": 15
    },
    {
      "method": "128ep Raw Simple",
      "metric_key": "mrr",
      "reason": "documented compact proxy completion for this raw128 task axis",
      "series_id": "raw128_simple",
      "source": "results/omni_finetune/a100_128_raw20_task_baselines_complete20_proxy_20260616T091500Z/simple_raw128/camera_view_sync_retrieval/metrics.json",
      "task_id": "camera_view_sync_retrieval",
      "task_label": "Camera-View Synchronization Retrieval",
      "task_number": 19
    },
    {
      "method": "128ep Raw NN",
      "metric_key": "mrr",
      "reason": "documented compact proxy completion for this raw128 task axis",
      "series_id": "raw128_neural_mlp",
      "source": "results/omni_finetune/a100_128_raw20_task_baselines_complete20_proxy_20260616T091500Z/neural_mlp_raw128/camera_view_sync_retrieval/metrics.json",
      "task_id": "camera_view_sync_retrieval",
      "task_label": "Camera-View Synchronization Retrieval",
      "task_number": 19
    }
  ],
  "score_summary": {
    "method_count": 9,
    "method_task_record_count": 180,
    "proxy_scored_method_task_count": 4,
    "scored_method_task_count": 164,
    "scoreless_method_task_count": 16,
    "task_count": 20
  },
  "source_matrix": "docs/data/task_method_20_result_matrix.json",
  "status": "pass",
  "target_policy": {
    "numeric_score_gate": "A method-task cell is numeric only when a runner or verified package emits that exact task target and metric.",
    "proxy_policy": "Proxy scores are allowed only when the matrix marks them as proxy_scored and keeps the reason/source attached.",
    "scoreless_cell_policy": "Unsupported and not-evaluated cells stay explicit in the public matrix instead of being hidden or backfilled with proxy model claims."
  },
  "title": "Task Method 20-Result Gap Audit"
}