{
  "generated": "2026-04-17T21:14:43.525794+00:00",
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    "correction_shape": [
      4,
      5,
      8,
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    ],
    "entity_scores": [
      7.3618,
      7.2758,
      17.4934,
      20.5781
    ],
    "backend": "local_gpu",
    "seed": 118400,
    "ts": 1776460483.5235822
  },
  "leaks_analyzed": 8,
  "total_entities": 401128,
  "total_canadian": 6463,
  "leak_details": [
    {
      "name": "LuxLeaks",
      "year": 2014,
      "entities": 340,
      "jurisdiction": "Luxembourg",
      "canadian_entities": 12
    },
    {
      "name": "SwissLeaks",
      "year": 2015,
      "entities": 106000,
      "jurisdiction": "Switzerland",
      "canadian_entities": 1859
    },
    {
      "name": "PanamaPapers",
      "year": 2016,
      "entities": 214488,
      "jurisdiction": "Panama",
      "canadian_entities": 912
    },
    {
      "name": "ParadisePapers",
      "year": 2017,
      "entities": 25000,
      "jurisdiction": "Bermuda",
      "canadian_entities": 3000
    },
    {
      "name": "FinCENFiles",
      "year": 2020,
      "entities": 2100,
      "jurisdiction": "US",
      "canadian_entities": 150
    },
    {
      "name": "PandoraPapers",
      "year": 2021,
      "entities": 29000,
      "jurisdiction": "Multi",
      "canadian_entities": 400
    },
    {
      "name": "SuisseSecrets",
      "year": 2022,
      "entities": 18000,
      "jurisdiction": "Switzerland",
      "canadian_entities": 85
    },
    {
      "name": "CyprusConfidential",
      "year": 2023,
      "entities": 6200,
      "jurisdiction": "Cyprus",
      "canadian_entities": 45
    }
  ],
  "quantum_analysis": {
    "method": "Ising 3D CNN decoder (surface code error correction pattern matching)",
    "model": "nvidia/Ising-Decoder-SurfaceCode-1-Fast",
    "interpretation": "Transaction matrices mapped to quantum syndrome volumes. High correction weights indicate structural anomalies in financial networks \u2014 analogous to quantum error patterns.",
    "anomaly_score": 13.1773,
    "peak_anomaly": 38.575,
    "flagged": true,
    "backend": "local_gpu"
  },
  "summary": "Ising quantum analysis of 8 major offshore leaks (401,128 entities, 6,463 Canadian). Anomaly score: 13.177, Peak: 38.575. FLAGGED \u2014 structural anomalies detected."
}