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            }
          },
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        },
        {
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              "attack_minus_benign": {
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                "exact": "7/16"
              },
              "benign": {
                "decimal": 0.1875,
                "exact": "3/16"
              }
            },
            "task_weighted_resolved": {
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                "exact": "9/20"
              },
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                "decimal": 0.275,
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              },
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        {
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              },
              "benign": {
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                "exact": "1/8"
              }
            },
            "task_weighted_resolved": {
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              },
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        {
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              },
              "benign": {
                "decimal": 0.16666666666666666,
                "exact": "1/6"
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            },
            "task_weighted_resolved": {
              "attack": {
                "decimal": 0.6375,
                "exact": "51/80"
              },
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                "exact": "21/40"
              },
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            }
          },
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            }
          },
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        {
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              },
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            }
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        {
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              },
              "benign": {
                "decimal": 0.1,
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              }
            },
            "task_weighted_resolved": {
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                "exact": "9/16"
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              "attack_minus_benign": {
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                "exact": "1/2"
              },
              "benign": {
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                "exact": "1/16"
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            }
          },
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        {
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                "exact": "7/16"
              },
              "benign": {
                "decimal": 0.1875,
                "exact": "3/16"
              }
            },
            "task_weighted_resolved": {
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                "decimal": 0.45,
                "exact": "9/20"
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              "attack_minus_benign": {
                "decimal": 0.275,
                "exact": "11/40"
              },
              "benign": {
                "decimal": 0.175,
                "exact": "7/40"
              }
            }
          },
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        },
        {
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              },
              "benign": {
                "decimal": 0.2,
                "exact": "1/5"
              }
            },
            "task_weighted_resolved": {
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                "decimal": 0.4375,
                "exact": "7/16"
              },
              "attack_minus_benign": {
                "decimal": 0.25,
                "exact": "1/4"
              },
              "benign": {
                "decimal": 0.1875,
                "exact": "3/16"
              }
            }
          },
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        },
        {
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            },
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                "decimal": 0.0,
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              "benign": {
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            }
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        {
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            },
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              },
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              },
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                "decimal": 0.125,
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              }
            },
            "task_weighted_resolved": {
              "attack": {
                "decimal": 0.575,
                "exact": "23/40"
              },
              "attack_minus_benign": {
                "decimal": 0.525,
                "exact": "21/40"
              },
              "benign": {
                "decimal": 0.05,
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              }
            }
          },
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        {
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                "decimal": 0.5,
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              },
              "benign": {
                "decimal": 0.1,
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              }
            },
            "task_weighted_resolved": {
              "attack": {
                "decimal": 0.5625,
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              },
              "attack_minus_benign": {
                "decimal": 0.5,
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              },
              "benign": {
                "decimal": 0.0625,
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              }
            }
          },
          "taskIndices": [
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        },
        {
          "statistics": {
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              "attack_minus_benign": {
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            },
            "task_weighted_resolved": {
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              "attack_minus_benign": {
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              },
              "benign": {
                "decimal": 0.125,
                "exact": "1/8"
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            }
          },
          "taskIndices": [
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            2
          ]
        },
        {
          "statistics": {
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                "decimal": 0.5,
                "exact": "1/2"
              },
              "attack_minus_benign": {
                "decimal": 0.5,
                "exact": "1/2"
              },
              "benign": {
                "decimal": 0.0,
                "exact": "0"
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            },
            "task_weighted_resolved": {
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                "decimal": 0.5,
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              "attack_minus_benign": {
                "decimal": 0.5,
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              "benign": {
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            }
          },
          "taskIndices": [
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            3
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        }
      ],
      "generator": "none-exhaustive",
      "intervals": {
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            "distinctValues": 27,
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              "decimal": 0.25,
              "exact": "1/4"
            },
            "maximum": {
              "decimal": 0.8,
              "exact": "4/5"
            },
            "minimum": {
              "decimal": 0.0,
              "exact": "0"
            },
            "missingDraws": 0,
            "status": "computed-conditional",
            "totalDraws": 256,
            "upper": {
              "decimal": 0.7857142857142857,
              "exact": "11/14"
            }
          },
          "attack_minus_benign": {
            "distinctValues": 28,
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              "decimal": -0.1,
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            },
            "maximum": {
              "decimal": 0.6,
              "exact": "3/5"
            },
            "minimum": {
              "decimal": -0.5,
              "exact": "-1/2"
            },
            "missingDraws": 0,
            "status": "computed-conditional",
            "totalDraws": 256,
            "upper": {
              "decimal": 0.5882352941176471,
              "exact": "10/17"
            }
          },
          "benign": {
            "distinctValues": 23,
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              "decimal": 0.125,
              "exact": "1/8"
            },
            "maximum": {
              "decimal": 0.5,
              "exact": "1/2"
            },
            "minimum": {
              "decimal": 0.0,
              "exact": "0"
            },
            "missingDraws": 0,
            "status": "computed-conditional",
            "totalDraws": 256,
            "upper": {
              "decimal": 0.375,
              "exact": "3/8"
            }
          }
        },
        "task_weighted_resolved": {
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            "distinctValues": 31,
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              "decimal": 0.1875,
              "exact": "3/16"
            },
            "maximum": {
              "decimal": 0.8,
              "exact": "4/5"
            },
            "minimum": {
              "decimal": 0.0,
              "exact": "0"
            },
            "missingDraws": 0,
            "status": "computed-conditional",
            "totalDraws": 256,
            "upper": {
              "decimal": 0.775,
              "exact": "31/40"
            }
          },
          "attack_minus_benign": {
            "distinctValues": 15,
            "lower": {
              "decimal": -0.25,
              "exact": "-1/4"
            },
            "maximum": {
              "decimal": 0.6,
              "exact": "3/5"
            },
            "minimum": {
              "decimal": -0.5,
              "exact": "-1/2"
            },
            "missingDraws": 0,
            "status": "computed-conditional",
            "totalDraws": 256,
            "upper": {
              "decimal": 0.575,
              "exact": "23/40"
            }
          },
          "benign": {
            "distinctValues": 25,
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              "decimal": 0.0625,
              "exact": "1/16"
            },
            "maximum": {
              "decimal": 0.5,
              "exact": "1/2"
            },
            "minimum": {
              "decimal": 0.0,
              "exact": "0"
            },
            "missingDraws": 0,
            "status": "computed-conditional",
            "totalDraws": 256,
            "upper": {
              "decimal": 0.425,
              "exact": "17/40"
            }
          }
        }
      },
      "method": "paired-task-bootstrap-percentile-v1",
      "nominalLevel": "0.95",
      "quantileRule": "left-inverse-empirical-cdf-nearest-rank",
      "taskIndexOrder": [
        "T01",
        "T02",
        "T03",
        "T04"
      ]
    },
    "declaredTaskCount": 4,
    "episodeCounts": {
      "attack": 19,
      "benign": 19
    },
    "estimandDefinitions": {
      "episode_weighted_resolved": "failures / resolved episodes in each arm; difference of arm ratios",
      "task_weighted_resolved": "mean of all declared task failure proportions in each arm; paired mean difference"
    },
    "estimands": {
      "episode_weighted_resolved": {
        "attack": {
          "decimal": 0.6666666666666666,
          "exact": "2/3"
        },
        "attack_minus_benign": {
          "decimal": 0.4444444444444444,
          "exact": "4/9"
        },
        "benign": {
          "decimal": 0.2222222222222222,
          "exact": "2/9"
        }
      },
      "task_weighted_resolved": {
        "attack": {
          "decimal": 0.5125,
          "exact": "41/80"
        },
        "attack_minus_benign": {
          "decimal": 0.275,
          "exact": "11/40"
        },
        "benign": {
          "decimal": 0.2375,
          "exact": "19/80"
        }
      }
    },
    "evidenceKind": "synthetic-illustration",
    "independentUnitsVerified": null,
    "intervalCoverageEstablished": false,
    "limits": [
      "A synthetic illustration is not an empirical robot or agent measurement.",
      "Input declarations do not verify matching, rubric validity, task independence or custody.",
      "Task resampling assumes independent exchangeable task clusters; residual task dependence remains explicit.",
      "Exhaustive draws are exact for the empirical bootstrap distribution, not exact population confidence coverage.",
      "Small task populations and degenerate distributions can make nominal intervals unreliable.",
      "Unresolved outcomes are excluded only from the disclosed resolved estimands; selection can bias them.",
      "A matched observational contrast alone does not establish a causal attack effect.",
      "Duplicating episodes within existing tasks adds no independent task sampling units."
    ],
    "matching": {
      "attack": {
        "conditions": {
          "agent": "authored toy, no framework or model execution",
          "budget": "the same declared conditions in both arms",
          "environment": "synthetic local episode labels",
          "rubric": "shared declared binary task failure criterion"
        },
        "intervention": "declared toy attack present"
      },
      "benign": {
        "conditions": {
          "agent": "authored toy, no framework or model execution",
          "budget": "the same declared conditions in both arms",
          "environment": "synthetic local episode labels",
          "rubric": "shared declared binary task failure criterion"
        },
        "intervention": "declared toy attack absent"
      },
      "outcomeCriteria": "failure means the declared task outcome fails the same rubric; success means it meets that rubric; unresolved means no supported binary label."
    },
    "missingTaskArmRates": [],
    "missingTaskPolicy": "retain-every-task; undefined-task-rates-block-equal-task-estimand",
    "perTask": [
      {
        "attack": {
          "allAttemptFailureBounds": {
            "lower": {
              "decimal": 0.8,
              "exact": "4/5"
            },
            "upper": {
              "decimal": 0.8,
              "exact": "4/5"
            }
          },
          "counts": {
            "failure": 8,
            "success": 2,
            "total": 10,
            "unresolved": 0
          },
          "resolvedDenominator": 10,
          "resolvedFailureRate": {
            "decimal": 0.8,
            "exact": "4/5"
          }
        },
        "benign": {
          "allAttemptFailureBounds": {
            "lower": {
              "decimal": 0.2,
              "exact": "1/5"
            },
            "upper": {
              "decimal": 0.2,
              "exact": "1/5"
            }
          },
          "counts": {
            "failure": 2,
            "success": 8,
            "total": 10,
            "unresolved": 0
          },
          "resolvedDenominator": 10,
          "resolvedFailureRate": {
            "decimal": 0.2,
            "exact": "1/5"
          }
        },
        "taskId": "T01"
      },
      {
        "attack": {
          "allAttemptFailureBounds": {
            "lower": {
              "decimal": 0.75,
              "exact": "3/4"
            },
            "upper": {
              "decimal": 0.75,
              "exact": "3/4"
            }
          },
          "counts": {
            "failure": 3,
            "success": 1,
            "total": 4,
            "unresolved": 0
          },
          "resolvedDenominator": 4,
          "resolvedFailureRate": {
            "decimal": 0.75,
            "exact": "3/4"
          }
        },
        "benign": {
          "allAttemptFailureBounds": {
            "lower": {
              "decimal": 0.25,
              "exact": "1/4"
            },
            "upper": {
              "decimal": 0.25,
              "exact": "1/4"
            }
          },
          "counts": {
            "failure": 1,
            "success": 3,
            "total": 4,
            "unresolved": 0
          },
          "resolvedDenominator": 4,
          "resolvedFailureRate": {
            "decimal": 0.25,
            "exact": "1/4"
          }
        },
        "taskId": "T02"
      },
      {
        "attack": {
          "allAttemptFailureBounds": {
            "lower": {
              "decimal": 0.0,
              "exact": "0"
            },
            "upper": {
              "decimal": 0.0,
              "exact": "0"
            }
          },
          "counts": {
            "failure": 0,
            "success": 2,
            "total": 2,
            "unresolved": 0
          },
          "resolvedDenominator": 2,
          "resolvedFailureRate": {
            "decimal": 0.0,
            "exact": "0"
          }
        },
        "benign": {
          "allAttemptFailureBounds": {
            "lower": {
              "decimal": 0.5,
              "exact": "1/2"
            },
            "upper": {
              "decimal": 0.5,
              "exact": "1/2"
            }
          },
          "counts": {
            "failure": 1,
            "success": 1,
            "total": 2,
            "unresolved": 0
          },
          "resolvedDenominator": 2,
          "resolvedFailureRate": {
            "decimal": 0.5,
            "exact": "1/2"
          }
        },
        "taskId": "T03"
      },
      {
        "attack": {
          "allAttemptFailureBounds": {
            "lower": {
              "decimal": 0.3333333333333333,
              "exact": "1/3"
            },
            "upper": {
              "decimal": 0.6666666666666666,
              "exact": "2/3"
            }
          },
          "counts": {
            "failure": 1,
            "success": 1,
            "total": 3,
            "unresolved": 1
          },
          "resolvedDenominator": 2,
          "resolvedFailureRate": {
            "decimal": 0.5,
            "exact": "1/2"
          }
        },
        "benign": {
          "allAttemptFailureBounds": {
            "lower": {
              "decimal": 0.0,
              "exact": "0"
            },
            "upper": {
              "decimal": 0.3333333333333333,
              "exact": "1/3"
            }
          },
          "counts": {
            "failure": 0,
            "success": 2,
            "total": 3,
            "unresolved": 1
          },
          "resolvedDenominator": 2,
          "resolvedFailureRate": {
            "decimal": 0.0,
            "exact": "0"
          }
        },
        "taskId": "T04"
      }
    ],
    "population": {
      "episodes": "Every authored attack and benign episode, including one unresolved label in each arm of T04.",
      "independenceBasis": "Independent exchangeable task clusters are a hypothetical resampling assumption, not an empirical finding.",
      "residualDependence": "A real shared agent, scene, session or robot can correlate tasks; this toy does not measure or rule out that dependence.",
      "selection": "Task sizes and labels were deliberately chosen to make unequal weighting and missing labels visible.",
      "taskIndependence": "assumed-for-illustration",
      "tasks": "The complete four-task authored illustration T01 through T04; no sampled robot tasks."
    },
    "samplingUnit": "paired-task-cluster",
    "unresolvedPolicy": "exclude-from-resolved-rate; retain-counts-and-all-attempt-bounds"
  }
}