{
  "tolerance": {
    "probability_abs": 0.01,
    "utility_abs": 20000.0
  },
  "problems": {
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      "agree": true,
      "controls_ok": true,
      "rows": [
        {
          "field": "eu_no_info",
          "infer_net": "200000.00",
          "pymc": "200000.00",
          "verdict": "accord"
        },
        {
          "field": "evpi",
          "infer_net": "390000.00",
          "pymc": "390000.00",
          "verdict": "accord"
        },
        {
          "field": "evsi_brute",
          "infer_net": "0.00",
          "pymc": "0.00",
          "verdict": "accord"
        },
        {
          "field": "evsi_nette",
          "infer_net": "-60000.00",
          "pymc": "-60000.00",
          "verdict": "accord"
        },
        {
          "field": "action_no_info",
          "infer_net": "vendre",
          "pymc": "vendre",
          "verdict": "accord"
        },
        {
          "field": "decision",
          "infer_net": "agir_sans_test",
          "pymc": "agir_sans_test",
          "verdict": "accord"
        },
        {
          "field": "P(petrole|positif)",
          "infer_net": "0.300000",
          "pymc": "0.298788",
          "verdict": "accord"
        },
        {
          "field": "P(pas_petrole|positif)",
          "infer_net": "0.700000",
          "pymc": "0.701212",
          "verdict": "accord"
        },
        {
          "field": "P(petrole|negatif)",
          "infer_net": "0.300000",
          "pymc": "0.300107",
          "verdict": "accord"
        },
        {
          "field": "P(pas_petrole|negatif)",
          "infer_net": "0.700000",
          "pymc": "0.699893",
          "verdict": "accord"
        },
        {
          "field": "P(positif)",
          "infer_net": "0.500000",
          "pymc": "0.498095",
          "verdict": "accord"
        },
        {
          "field": "P(negatif)",
          "infer_net": "0.500000",
          "pymc": "0.501905",
          "verdict": "accord"
        }
      ],
      "outputs": {
        "infer_net": {
          "engine": "infer-net",
          "problem": "forage-non-informatif",
          "eu_no_info": 200000,
          "action_no_info": "vendre",
          "evpi": 390000,
          "evsi_brute": 0,
          "evsi_nette": -60000,
          "decision": "agir_sans_test",
          "signal_marginals": {
            "positif": 0.5,
            "negatif": 0.5
          },
          "posteriors": {
            "positif": {
              "petrole": 0.3,
              "pas_petrole": 0.7
            },
            "negatif": {
              "petrole": 0.3,
              "pas_petrole": 0.7
            }
          }
        },
        "pymc": {
          "engine": "pymc",
          "problem": "forage-non-informatif",
          "draws": 200000,
          "eu_no_info": 200000.0,
          "action_no_info": "vendre",
          "evpi": 390000.0,
          "evsi_brute": 0.0,
          "evsi_nette": -60000.0,
          "decision": "agir_sans_test",
          "signal_marginals": {
            "positif": 0.498095,
            "negatif": 0.501905
          },
          "posteriors": {
            "positif": {
              "petrole": 0.29878838374205724,
              "pas_petrole": 0.7012116162579427
            },
            "negatif": {
              "petrole": 0.3001065938773274,
              "pas_petrole": 0.6998934061226726
            }
          }
        }
      }
    },
    "forage-petrolier": {
      "agree": true,
      "controls_ok": true,
      "rows": [
        {
          "field": "eu_no_info",
          "infer_net": "200000.00",
          "pymc": "200000.00",
          "verdict": "accord"
        },
        {
          "field": "evpi",
          "infer_net": "390000.00",
          "pymc": "390000.00",
          "verdict": "accord"
        },
        {
          "field": "evsi_brute",
          "infer_net": "253000.00",
          "pymc": "252796.00",
          "verdict": "accord"
        },
        {
          "field": "evsi_nette",
          "infer_net": "193000.00",
          "pymc": "192796.00",
          "verdict": "accord"
        },
        {
          "field": "action_no_info",
          "infer_net": "vendre",
          "pymc": "vendre",
          "verdict": "accord"
        },
        {
          "field": "decision",
          "infer_net": "observer",
          "pymc": "observer",
          "verdict": "accord"
        },
        {
          "field": "P(petrole|positif)",
          "infer_net": "0.658537",
          "pymc": "0.659102",
          "verdict": "accord"
        },
        {
          "field": "P(pas_petrole|positif)",
          "infer_net": "0.341463",
          "pymc": "0.340898",
          "verdict": "accord"
        },
        {
          "field": "P(petrole|negatif)",
          "infer_net": "0.050847",
          "pymc": "0.050636",
          "verdict": "accord"
        },
        {
          "field": "P(pas_petrole|negatif)",
          "infer_net": "0.949153",
          "pymc": "0.949364",
          "verdict": "accord"
        },
        {
          "field": "P(positif)",
          "infer_net": "0.410000",
          "pymc": "0.408920",
          "verdict": "accord"
        },
        {
          "field": "P(negatif)",
          "infer_net": "0.590000",
          "pymc": "0.591080",
          "verdict": "accord"
        }
      ],
      "outputs": {
        "infer_net": {
          "engine": "infer-net",
          "problem": "forage-petrolier",
          "eu_no_info": 200000,
          "action_no_info": "vendre",
          "evpi": 390000,
          "evsi_brute": 252999.99999999994,
          "evsi_nette": 192999.99999999994,
          "decision": "observer",
          "signal_marginals": {
            "positif": 0.41000000000000003,
            "negatif": 0.59
          },
          "posteriors": {
            "positif": {
              "petrole": 0.6585365853658536,
              "pas_petrole": 0.3414634146341464
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            "negatif": {
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              "pas_petrole": 0.9491525423728814
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          }
        },
        "pymc": {
          "engine": "pymc",
          "problem": "forage-petrolier",
          "draws": 200000,
          "eu_no_info": 200000.0,
          "action_no_info": "vendre",
          "evpi": 390000.0,
          "evsi_brute": 252796.0,
          "evsi_nette": 192796.0,
          "decision": "observer",
          "signal_marginals": {
            "positif": 0.40892,
            "negatif": 0.59108
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          "posteriors": {
            "positif": {
              "petrole": 0.6591020248459356,
              "pas_petrole": 0.3408979751540644
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            "negatif": {
              "petrole": 0.05063612370575895,
              "pas_petrole": 0.949363876294241
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          }
        }
      }
    }
  }
}