{
  "campaign_id": "a2a-ironclaw-v0.6.3.1-r14",
  "cross_layer_consistency_table": [
    {
      "consistent": "UNKNOWN",
      "interpretation": "v0.6.3.1 expected: substrate=RED + NHI=context-loss \u2192 consistent=YES. Patch 2 baseline: substrate=GREEN + NHI=context-propagation \u2192 consistent=YES.",
      "nhi_correlate": "Scenario D",
      "nhi_observation": "no Phase 3 Scenario D treatment data",
      "substrate_finding": "S24 (#318) MCP stdio bypass federation",
      "substrate_verdict": "UNKNOWN"
    }
  ],
  "findings": [
    {
      "class": "needs_review",
      "id": "weak-treatment-effect-A",
      "severity": "high",
      "summary": "treatment grounding rate (0.00) not materially above cold (0.00) for scenario A \u2014 ai-memory may not be contributing"
    },
    {
      "class": "needs_review",
      "id": "weak-treatment-effect-B",
      "severity": "high",
      "summary": "treatment grounding rate (0.00) not materially above cold (0.00) for scenario B \u2014 ai-memory may not be contributing"
    },
    {
      "class": "needs_review",
      "id": "weak-treatment-effect-C",
      "severity": "high",
      "summary": "treatment grounding rate (0.00) not materially above cold (0.00) for scenario C \u2014 ai-memory may not be contributing"
    },
    {
      "class": "needs_review",
      "id": "weak-treatment-effect-D",
      "severity": "high",
      "summary": "treatment grounding rate (0.00) not materially above cold (0.00) for scenario D \u2014 ai-memory may not be contributing"
    }
  ],
  "generated_at_utc": "2026-05-02T02:06:56Z",
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  "narrative": {
    "model": null,
    "produced_by": "stub",
    "text": "Phase 4 narrative not produced (ANTHROPIC_API_KEY not set). To complete:\n1. Open a Claude Code session.\n2. Read phase4-analysis.json and phase4-input-manifest.txt.\n3. Author a \u22642000 word narrative summarizing:\n   - Substrate (Phase 1) verdict and what it implies for Phase 3 interpretability.\n   - Per-scenario behavioral findings (A through D).\n   - Treatment effects across the four arms with the attribution chain in \u00a76.2.\n   - Cross-layer consistency table observations and any inconsistent rows.\n   - Top 3\u20135 findings recommended for Patch 2.\n4. Replace this stub in phase4-analysis.json under `narrative.text`.\n5. Re-sign / re-PR as governance \u00a79 requires."
  },
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