{
  "schema_version": "fartbench-core-results-v2",
  "data_status": "revealed-preliminary",
  "identity_status": "revealed",
  "benchmark": "FARTBench Core",
  "round": "R01",
  "generated_utc": "2026-09-18T20:45:00Z",
  "provenance": {
    "cohort_tag": "fartbench-core-r00-generation-cohort-v1-locked",
    "human_cohort_tag": "fartbench-core-r01-human-cohort-v1-ready",
    "human_aggregate_sha256": "9e56f6c50254cc3777be132dd6eebb250d615787ffb6d86014d6fb48dada46bb",
    "human_aggregate_tag": "fartbench-core-r01-human-aggregate-v1-locked",
    "comparison_sha256": "674618d3712cf6610b3235a9d3b5a494a1b4a3b03ed0665ceba5bf34008fa639",
    "comparison_tag": "fartbench-core-r01-human-ai-comparison-v1-locked",
    "ai_evidence_tag": "fartbench-core-r01-ai-evaluation-v4-locked",
    "mapping_commitment": "963e5c43f9af156677d311f0525ab7d0956fd157342cc7984885977ff1cf36b5",
    "media_derivation_commitment": "bbc18dfcd3babceaa55a6d3fb88237a34dd8b2fc8a371d962b480cdcd8eccc0a",
    "media_set_commitment": "8e4b60e44e72675505bedeb3d41b01425202d7da9fe2a4bce8bbf4fff813c3c0",
    "results_format_tag": "fartbench-core-r01-results-format-v2-ready",
    "reveal_tag": "fartbench-core-r01-results-v2-revealed"
  },
  "instruments": {
    "human": "fartbench-core-r01-human-v3",
    "ai": "fartbench-core-r01-ai-v4"
  },
  "definitions": {
    "response state": "yes, no, unclear, or n/a:<reason>; N/A is never No or Unclear, and N/A reasons are never collapsed",
    "human consensus": "at least 3 of the 4 reviewers give the exact same state; otherwise there is no consensus",
    "event success": "the scene's primary event question has consensus Yes",
    "primary causal success": "the scene's primary causal question has consensus Yes",
    "strict scene success": "primary event consensus is Yes and primary causal consensus is Yes",
    "full factual success": "every question reaches consensus, each is Yes or N/A, and both primary questions are Yes",
    "outcome values": "success; not_success (a consensus exists and it is not Yes); no_consensus",
    "ratings": "raw 1-5 values; mean, median and population SD of the numeric ones; N/A counted, never zero",
    "reliability": "Krippendorff's alpha: nominal over exact states for factual questions, interval for ratings; 95% interval by resampling clips; raw vote counts always beside it",
    "AI factual calibration": "exact-state agreement with the human consensus, scored only where a consensus exists; >= 70% for ordinary questions, >= 75% for a scene's primary causal question (decision 0017)",
    "AI rating criterion": "MAE <= 1.0 against the human mean where at least 3 of 4 humans rated (decision 0017), reported separately from rating discrimination",
    "no composite": "no single score is computed; every quantity is reported on its own"
  },
  "interpretation": {
    "source": "docs/decisions/0018-core-r01-results-format-v2.md",
    "ai_rating_rule": "mae_threshold_met is exactly the pre-registered MAE <= 1.0 criterion of decision 0017, as computed. discrimination_demonstrated is this owner-recorded interpretation, carried as descriptive evidence; it is not a threshold and changes no pre-registered result.",
    "factual_primary": "Factual agreement with the human consensus is the primary AI result.",
    "descriptive_notes": [
      "R00 and Core R01 both show source and cause attribution as the important weakness of the AI judges; this may be discussed descriptively after the reveal."
    ]
  },
  "scenes": [
    {
      "scene_id": "FB-C02",
      "title": "Multi-Agent Source Attribution",
      "primary_event_gate": "single_event_present",
      "primary_causal_gate": "source_was_red_jacket_woman",
      "questions": [
        {
          "question_id": "FB-C02/single_event_present",
          "field": "single_event_present",
          "question": "Was exactly one fart-like event clearly present?",
          "role": "primary_event"
        },
        {
          "question_id": "FB-C02/source_was_red_jacket_woman",
          "field": "source_was_red_jacket_woman",
          "question": "Did it clearly originate from the woman in the red jacket?",
          "role": "primary_causal"
        },
        {
          "question_id": "FB-C02/bystanders_directed_attention",
          "field": "bystanders_directed_attention",
          "question": "Did the other passengers subsequently direct their attention or reaction toward her?",
          "role": "other"
        }
      ]
    },
    {
      "scene_id": "FB-014",
      "title": "Fabric Stress Test",
      "primary_event_gate": "single_event_present",
      "primary_causal_gate": "event_connected_to_lift",
      "questions": [
        {
          "question_id": "FB-014/single_event_present",
          "field": "single_event_present",
          "question": "Was exactly one fart-like event clearly present?",
          "role": "primary_event"
        },
        {
          "question_id": "FB-014/event_connected_to_lift",
          "field": "event_connected_to_lift",
          "question": "Did the event occur during, or plausibly connect to, the box-lifting action?",
          "role": "primary_causal"
        },
        {
          "question_id": "FB-014/body_and_clothing_plausible",
          "field": "body_and_clothing_plausible",
          "question": "Did the body and fitted clothing remain physically plausible through the event?",
          "role": "other"
        }
      ]
    },
    {
      "scene_id": "FB-074",
      "title": "Chair Confound",
      "primary_event_gate": "separate_fart_event_present",
      "primary_causal_gate": "creak_and_fart_distinguishable",
      "questions": [
        {
          "question_id": "FB-074/chair_creak_present",
          "field": "chair_creak_present",
          "question": "Was a distinct chair-creak event present?",
          "role": "other"
        },
        {
          "question_id": "FB-074/separate_fart_event_present",
          "field": "separate_fart_event_present",
          "question": "Was a separate fart-like event also present later?",
          "role": "primary_event"
        },
        {
          "question_id": "FB-074/creak_and_fart_distinguishable",
          "field": "creak_and_fart_distinguishable",
          "question": "Were the chair creak and the fart perceptually distinguishable as two different causal sounds?",
          "role": "primary_causal"
        }
      ]
    },
    {
      "scene_id": "FB-512",
      "title": "Recovery Test",
      "primary_event_gate": "single_event_present",
      "primary_causal_gate": "recovered_without_further_emission",
      "questions": [
        {
          "question_id": "FB-512/single_event_present",
          "field": "single_event_present",
          "question": "Was exactly one fart-like event clearly present?",
          "role": "primary_event"
        },
        {
          "question_id": "FB-512/both_people_reacted",
          "field": "both_people_reacted",
          "question": "Did the two people briefly react to it?",
          "role": "other"
        },
        {
          "question_id": "FB-512/recovered_without_further_emission",
          "field": "recovered_without_further_emission",
          "question": "Did they naturally recover and return toward their prior interaction, without another emission?",
          "role": "primary_causal"
        }
      ]
    }
  ],
  "reviewers": {
    "human": [
      "H01",
      "H02",
      "H03",
      "H04"
    ],
    "ai_judges": [
      "gemini-3.8-flash",
      "gemini-3.7-flash",
      "gemini-3.6-flash"
    ],
    "consensus_rule": "at least 3 of 4 reviewers give the exact same state",
    "panel_rule": "a state given by at least 2 of 3 judges; never treated as human ground truth"
  },
  "coverage": {
    "cells_total": 64,
    "samples_evaluated": 63,
    "refusals": 1,
    "refusals_identified": true
  },
  "samples": [
    {
      "sample_id": "3EYPKH",
      "scene_id": "FB-512",
      "configuration_id": "flux-3-draft",
      "factual": {
        "single_event_present": {
          "question_id": "FB-512/single_event_present",
          "role": "primary_event",
          "raw": {
            "H01": "yes",
            "H02": "yes",
            "H03": "yes",
            "H04": "yes"
          },
          "counts": {
            "yes": 4,
            "no": 0,
            "unclear": 0,
            "na": 0
          },
          "na_reason_counts": {},
          "consensus": "yes",
          "consensus_exists": true,
          "consensus_votes": 4,
          "contributing_reviewers": 4,
          "unanimous": true,
          "split": false,
          "pairwise_exact_agreement": 1.0
        },
        "both_people_reacted": {
          "question_id": "FB-512/both_people_reacted",
          "role": "other",
          "raw": {
            "H01": "yes",
            "H02": "yes",
            "H03": "n/a:not_observable",
            "H04": "yes"
          },
          "counts": {
            "yes": 3,
            "no": 0,
            "unclear": 0,
            "na": 1
          },
          "na_reason_counts": {
            "not_observable": 1
          },
          "consensus": "yes",
          "consensus_exists": true,
          "consensus_votes": 3,
          "contributing_reviewers": 4,
          "unanimous": false,
          "split": true,
          "pairwise_exact_agreement": 0.5
        },
        "recovered_without_further_emission": {
          "question_id": "FB-512/recovered_without_further_emission",
          "role": "primary_causal",
          "raw": {
            "H01": "unclear",
            "H02": "unclear",
            "H03": "unclear",
            "H04": "yes"
          },
          "counts": {
            "yes": 1,
            "no": 0,
            "unclear": 3,
            "na": 0
          },
          "na_reason_counts": {},
          "consensus": "unclear",
          "consensus_exists": true,
          "consensus_votes": 3,
          "contributing_reviewers": 4,
          "unanimous": false,
          "split": true,
          "pairwise_exact_agreement": 0.5
        }
      },
      "outcomes": {
        "event_success": {
          "value": "success",
          "applicable": true,
          "inputs": {
            "FB-512/single_event_present": "yes"
          }
        },
        "primary_causal_success": {
          "value": "not_success",
          "applicable": true,
          "inputs": {
            "FB-512/recovered_without_further_emission": "unclear"
          }
        },
        "strict_scene_success": {
          "value": "not_success",
          "applicable": true,
          "inputs": {
            "FB-512/single_event_present": "yes",
            "FB-512/recovered_without_further_emission": "unclear"
          }
        },
        "full_factual_success": {
          "value": "not_success",
          "applicable": true,
          "inputs": {
            "FB-512/single_event_present": "yes",
            "FB-512/both_people_reacted": "yes",
            "FB-512/recovered_without_further_emission": "unclear"
          }
        }
      },
      "ratings": {
        "acoustic_plausibility": {
          "raw": {
            "H01": 2,
            "H02": 3,
            "H03": 1,
            "H04": 2
          },
          "numeric_reviewers": 4,
          "na_count": 0,
          "na_reason_counts": {},
          "mean": 2,
          "median": 2.0,
          "sd": 0.7071,
          "min": 1,
          "max": 3
        },
        "temporal_causal_coherence": {
          "raw": {
            "H01": 3,
            "H02": 3,
            "H03": 1,
            "H04": 4
          },
          "numeric_reviewers": 4,
          "na_count": 0,
          "na_reason_counts": {},
          "mean": 2.75,
          "median": 3.0,
          "sd": 1.0897,
          "min": 1,
          "max": 4
        },
        "physical_social_plausibility": {
          "raw": {
            "H01": 3,
            "H02": 3,
            "H03": 3,
            "H04": 4
          },
          "numeric_reviewers": 4,
          "na_count": 0,
          "na_reason_counts": {},
          "mean": 3.25,
          "median": 3.0,
          "sd": 0.433,
          "min": 3,
          "max": 4
        }
      },
      "ai": {
        "judges": {
          "gemini-3.8-flash": {
            "factual": {
              "single_event_present": {
                "state": "yes",
                "confidence": 3,
                "agrees_with_human_consensus": true,
                "calibration_eligible": true
              },
              "both_people_reacted": {
                "state": "yes",
                "confidence": 3,
                "agrees_with_human_consensus": true,
                "calibration_eligible": true
              },
              "recovered_without_further_emission": {
                "state": "yes",
                "confidence": 3,
                "agrees_with_human_consensus": false,
                "calibration_eligible": true
              }
            },
            "ratings": {
              "acoustic_plausibility": {
                "value": 3,
                "rating_eligible": true,
                "abs_error": 1,
                "signed_error": 1
              },
              "temporal_causal_coherence": {
                "value": 3,
                "rating_eligible": true,
                "abs_error": 0.25,
                "signed_error": 0.25
              },
              "physical_social_plausibility": {
                "value": 3,
                "rating_eligible": true,
                "abs_error": 0.25,
                "signed_error": -0.25
              }
            }
          },
          "gemini-3.7-flash": {
            "factual": {
              "single_event_present": {
                "state": "yes",
                "confidence": 3,
                "agrees_with_human_consensus": true,
                "calibration_eligible": true
              },
              "both_people_reacted": {
                "state": "yes",
                "confidence": 2,
                "agrees_with_human_consensus": true,
                "calibration_eligible": true
              },
              "recovered_without_further_emission": {
                "state": "yes",
                "confidence": 3,
                "agrees_with_human_consensus": false,
                "calibration_eligible": true
              }
            },
            "ratings": {
              "acoustic_plausibility": {
                "value": 3,
                "rating_eligible": true,
                "abs_error": 1,
                "signed_error": 1
              },
              "temporal_causal_coherence": {
                "value": 3,
                "rating_eligible": true,
                "abs_error": 0.25,
                "signed_error": 0.25
              },
              "physical_social_plausibility": {
                "value": 3,
                "rating_eligible": true,
                "abs_error": 0.25,
                "signed_error": -0.25
              }
            }
          },
          "gemini-3.6-flash": {
            "factual": {
              "single_event_present": {
                "state": "no",
                "confidence": 3,
                "agrees_with_human_consensus": false,
                "calibration_eligible": true
              },
              "both_people_reacted": {
                "state": "n/a:primary_event_absent",
                "confidence": 3,
                "agrees_with_human_consensus": false,
                "calibration_eligible": true
              },
              "recovered_without_further_emission": {
                "state": "n/a:primary_event_absent",
                "confidence": 3,
                "agrees_with_human_consensus": false,
                "calibration_eligible": true
              }
            },
            "ratings": {
              "acoustic_plausibility": {
                "value": null,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              },
              "temporal_causal_coherence": {
                "value": null,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              },
              "physical_social_plausibility": {
                "value": 3,
                "rating_eligible": true,
                "abs_error": 0.25,
                "signed_error": -0.25
              }
            }
          }
        },
        "panel": {
          "single_event_present": {
            "vote_counts": {
              "no": 1,
              "yes": 2
            },
            "consensus": "yes",
            "agrees_with_human_consensus": true,
            "calibration_eligible": true
          },
          "both_people_reacted": {
            "vote_counts": {
              "n/a:primary_event_absent": 1,
              "yes": 2
            },
            "consensus": "yes",
            "agrees_with_human_consensus": true,
            "calibration_eligible": true
          },
          "recovered_without_further_emission": {
            "vote_counts": {
              "n/a:primary_event_absent": 1,
              "yes": 2
            },
            "consensus": "yes",
            "agrees_with_human_consensus": false,
            "calibration_eligible": true
          }
        }
      }
    },
    {
      "sample_id": "3G6SS5",
      "scene_id": "FB-C02",
      "configuration_id": "ltx-2.5-fast",
      "factual": {
        "single_event_present": {
          "question_id": "FB-C02/single_event_present",
          "role": "primary_event",
          "raw": {
            "H01": "no",
            "H02": "no",
            "H03": "no",
            "H04": "yes"
          },
          "counts": {
            "yes": 1,
            "no": 3,
            "unclear": 0,
            "na": 0
          },
          "na_reason_counts": {},
          "consensus": "no",
          "consensus_exists": true,
          "consensus_votes": 3,
          "contributing_reviewers": 4,
          "unanimous": false,
          "split": true,
          "pairwise_exact_agreement": 0.5
        },
        "source_was_red_jacket_woman": {
          "question_id": "FB-C02/source_was_red_jacket_woman",
          "role": "primary_causal",
          "raw": {
            "H01": "n/a:primary_event_absent",
            "H02": "n/a:primary_event_absent",
            "H03": "n/a:primary_event_absent",
            "H04": "yes"
          },
          "counts": {
            "yes": 1,
            "no": 0,
            "unclear": 0,
            "na": 3
          },
          "na_reason_counts": {
            "primary_event_absent": 3
          },
          "consensus": "n/a:primary_event_absent",
          "consensus_exists": true,
          "consensus_votes": 3,
          "contributing_reviewers": 4,
          "unanimous": false,
          "split": true,
          "pairwise_exact_agreement": 0.5
        },
        "bystanders_directed_attention": {
          "question_id": "FB-C02/bystanders_directed_attention",
          "role": "other",
          "raw": {
            "H01": "n/a:causal_prerequisite_absent",
            "H02": "n/a:causal_prerequisite_absent",
            "H03": "yes",
            "H04": "yes"
          },
          "counts": {
            "yes": 2,
            "no": 0,
            "unclear": 0,
            "na": 2
          },
          "na_reason_counts": {
            "causal_prerequisite_absent": 2
          },
          "consensus": null,
          "consensus_exists": false,
          "consensus_votes": 2,
          "contributing_reviewers": 4,
          "unanimous": false,
          "split": true,
          "pairwise_exact_agreement": 0.3333
        }
      },
      "outcomes": {
        "event_success": {
          "value": "not_success",
          "applicable": true,
          "inputs": {
            "FB-C02/single_event_present": "no"
          }
        },
        "primary_causal_success": {
          "value": "not_success",
          "applicable": true,
          "inputs": {
            "FB-C02/source_was_red_jacket_woman": "n/a:primary_event_absent"
          }
        },
        "strict_scene_success": {
          "value": "not_success",
          "applicable": true,
          "inputs": {
            "FB-C02/single_event_present": "no",
            "FB-C02/source_was_red_jacket_woman": "n/a:primary_event_absent"
          }
        },
        "full_factual_success": {
          "value": "not_success",
          "applicable": true,
          "inputs": {
            "FB-C02/single_event_present": "no",
            "FB-C02/source_was_red_jacket_woman": "n/a:primary_event_absent",
            "FB-C02/bystanders_directed_attention": null
          }
        }
      },
      "ratings": {
        "acoustic_plausibility": {
          "raw": {
            "H01": null,
            "H02": null,
            "H03": null,
            "H04": 1
          },
          "numeric_reviewers": 1,
          "na_count": 3,
          "na_reason_counts": {
            "primary_event_absent": 3
          },
          "mean": 1,
          "median": 1,
          "sd": null,
          "min": 1,
          "max": 1
        },
        "temporal_causal_coherence": {
          "raw": {
            "H01": null,
            "H02": null,
            "H03": null,
            "H04": 3
          },
          "numeric_reviewers": 1,
          "na_count": 3,
          "na_reason_counts": {
            "causal_prerequisite_absent": 3
          },
          "mean": 3,
          "median": 3,
          "sd": null,
          "min": 3,
          "max": 3
        },
        "physical_social_plausibility": {
          "raw": {
            "H01": null,
            "H02": null,
            "H03": 4,
            "H04": 2
          },
          "numeric_reviewers": 2,
          "na_count": 2,
          "na_reason_counts": {
            "not_observable": 2
          },
          "mean": 3,
          "median": 3.0,
          "sd": 1.0,
          "min": 2,
          "max": 4
        }
      },
      "ai": {
        "judges": {
          "gemini-3.8-flash": {
            "factual": {
              "single_event_present": {
                "state": "yes",
                "confidence": 3,
                "agrees_with_human_consensus": false,
                "calibration_eligible": true
              },
              "source_was_red_jacket_woman": {
                "state": "yes",
                "confidence": 3,
                "agrees_with_human_consensus": false,
                "calibration_eligible": true
              },
              "bystanders_directed_attention": {
                "state": "yes",
                "confidence": 3,
                "agrees_with_human_consensus": null,
                "calibration_eligible": false
              }
            },
            "ratings": {
              "acoustic_plausibility": {
                "value": 3,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              },
              "temporal_causal_coherence": {
                "value": 4,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              },
              "physical_social_plausibility": {
                "value": 3,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              }
            }
          },
          "gemini-3.7-flash": {
            "factual": {
              "single_event_present": {
                "state": "yes",
                "confidence": 3,
                "agrees_with_human_consensus": false,
                "calibration_eligible": true
              },
              "source_was_red_jacket_woman": {
                "state": "yes",
                "confidence": 3,
                "agrees_with_human_consensus": false,
                "calibration_eligible": true
              },
              "bystanders_directed_attention": {
                "state": "yes",
                "confidence": 3,
                "agrees_with_human_consensus": null,
                "calibration_eligible": false
              }
            },
            "ratings": {
              "acoustic_plausibility": {
                "value": 3,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              },
              "temporal_causal_coherence": {
                "value": 4,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              },
              "physical_social_plausibility": {
                "value": 4,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              }
            }
          },
          "gemini-3.6-flash": {
            "factual": {
              "single_event_present": {
                "state": "yes",
                "confidence": 3,
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    },
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        },
        "source_was_red_jacket_woman": {
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        },
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        }
      }
    },
    {
      "sample_id": "E97W8V",
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        },
        "separate_fart_event_present": {
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      },
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        },
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        },
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        }
      },
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              "physical_social_plausibility": {
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          }
        },
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        }
      }
    },
    {
      "sample_id": "ECWRMS",
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          },
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        },
        "source_was_red_jacket_woman": {
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            "H01": "yes",
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          },
          "na_reason_counts": {},
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        },
        "bystanders_directed_attention": {
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          "role": "other",
          "raw": {
            "H01": "yes",
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        }
      },
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            "FB-C02/single_event_present": "yes"
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        },
        "primary_causal_success": {
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        },
        "strict_scene_success": {
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            "FB-C02/source_was_red_jacket_woman": "yes"
          }
        },
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    },
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            },
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        },
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        }
      }
    },
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      "sample_id": "J8X46G",
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          "question_id": "FB-C02/single_event_present",
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        },
        "source_was_red_jacket_woman": {
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            "H01": "yes",
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        },
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            "H01": "yes",
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      },
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        },
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        },
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    },
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      "sample_id": "K5DFBJ",
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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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        },
        "source_was_red_jacket_woman": {
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          "counts": {
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          },
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        },
        "bystanders_directed_attention": {
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            "H03": "n/a:causal_prerequisite_absent",
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          },
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          "consensus": "n/a:causal_prerequisite_absent",
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      },
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        },
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        },
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            "FB-C02/source_was_red_jacket_woman": "n/a:primary_event_absent"
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        },
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            "FB-C02/source_was_red_jacket_woman": "n/a:primary_event_absent",
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        }
      },
      "ratings": {
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              "temporal_causal_coherence": {
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                "rating_eligible": false,
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              },
              "physical_social_plausibility": {
                "value": 3,
                "rating_eligible": true,
                "abs_error": 0.25,
                "signed_error": -0.25
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            }
          }
        },
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            },
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          "event_connected_to_lift": {
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            "consensus": "yes",
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            "calibration_eligible": true
          },
          "body_and_clothing_plausible": {
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              "yes": 3
            },
            "consensus": "yes",
            "agrees_with_human_consensus": true,
            "calibration_eligible": true
          }
        }
      }
    },
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            "H03": "no",
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          },
          "na_reason_counts": {},
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        },
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          "role": "primary_causal",
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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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        },
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                "agrees_with_human_consensus": true,
                "calibration_eligible": true
              },
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                "agrees_with_human_consensus": true,
                "calibration_eligible": true
              }
            },
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              },
              "temporal_causal_coherence": {
                "value": null,
                "rating_eligible": false,
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              },
              "physical_social_plausibility": {
                "value": 3,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              }
            }
          },
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                "calibration_eligible": true
              },
              "event_connected_to_lift": {
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                "calibration_eligible": true
              },
              "body_and_clothing_plausible": {
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                "agrees_with_human_consensus": true,
                "calibration_eligible": true
              }
            },
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                "value": 3,
                "rating_eligible": false,
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              },
              "temporal_causal_coherence": {
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                "rating_eligible": false,
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              },
              "physical_social_plausibility": {
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                "rating_eligible": false,
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            }
          },
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                "calibration_eligible": true
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              "event_connected_to_lift": {
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                "calibration_eligible": true
              },
              "body_and_clothing_plausible": {
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                "agrees_with_human_consensus": true,
                "calibration_eligible": true
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            },
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              },
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            }
          }
        },
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            },
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          },
          "event_connected_to_lift": {
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            },
            "consensus": "yes",
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            "calibration_eligible": true
          },
          "body_and_clothing_plausible": {
            "vote_counts": {
              "yes": 3
            },
            "consensus": "yes",
            "agrees_with_human_consensus": true,
            "calibration_eligible": true
          }
        }
      }
    },
    {
      "sample_id": "ZB6E8W",
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          },
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        },
        "both_people_reacted": {
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          "raw": {
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            "H03": "n/a:primary_event_absent",
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          },
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        },
        "recovered_without_further_emission": {
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          "role": "primary_causal",
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            "H02": "n/a:primary_event_absent",
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          },
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          "na_reason_counts": {
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      },
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        },
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        },
        "strict_scene_success": {
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            "FB-512/single_event_present": "no",
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          }
        },
        "full_factual_success": {
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            "FB-512/recovered_without_further_emission": "n/a:primary_event_absent"
          }
        }
      },
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          },
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        },
        "temporal_causal_coherence": {
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          },
          "numeric_reviewers": 0,
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          },
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        },
        "physical_social_plausibility": {
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          },
          "numeric_reviewers": 1,
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          },
          "mean": 4,
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        }
      },
      "ai": {
        "judges": {
          "gemini-3.8-flash": {
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              "single_event_present": {
                "state": "yes",
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                "calibration_eligible": true
              },
              "both_people_reacted": {
                "state": "yes",
                "confidence": 3,
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                "calibration_eligible": false
              },
              "recovered_without_further_emission": {
                "state": "yes",
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                "agrees_with_human_consensus": false,
                "calibration_eligible": true
              }
            },
            "ratings": {
              "acoustic_plausibility": {
                "value": 3,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              },
              "temporal_causal_coherence": {
                "value": 4,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              },
              "physical_social_plausibility": {
                "value": 4,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              }
            }
          },
          "gemini-3.7-flash": {
            "factual": {
              "single_event_present": {
                "state": "yes",
                "confidence": 3,
                "agrees_with_human_consensus": false,
                "calibration_eligible": true
              },
              "both_people_reacted": {
                "state": "yes",
                "confidence": 3,
                "agrees_with_human_consensus": null,
                "calibration_eligible": false
              },
              "recovered_without_further_emission": {
                "state": "yes",
                "confidence": 3,
                "agrees_with_human_consensus": false,
                "calibration_eligible": true
              }
            },
            "ratings": {
              "acoustic_plausibility": {
                "value": 3,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              },
              "temporal_causal_coherence": {
                "value": 4,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              },
              "physical_social_plausibility": {
                "value": 4,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              }
            }
          },
          "gemini-3.6-flash": {
            "factual": {
              "single_event_present": {
                "state": "no",
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                "agrees_with_human_consensus": true,
                "calibration_eligible": true
              },
              "both_people_reacted": {
                "state": "n/a:primary_event_absent",
                "confidence": 3,
                "agrees_with_human_consensus": null,
                "calibration_eligible": false
              },
              "recovered_without_further_emission": {
                "state": "n/a:primary_event_absent",
                "confidence": 3,
                "agrees_with_human_consensus": true,
                "calibration_eligible": true
              }
            },
            "ratings": {
              "acoustic_plausibility": {
                "value": null,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              },
              "temporal_causal_coherence": {
                "value": null,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              },
              "physical_social_plausibility": {
                "value": 3,
                "rating_eligible": false,
                "abs_error": null,
                "signed_error": null
              }
            }
          }
        },
        "panel": {
          "single_event_present": {
            "vote_counts": {
              "no": 1,
              "yes": 2
            },
            "consensus": "yes",
            "agrees_with_human_consensus": false,
            "calibration_eligible": true
          },
          "both_people_reacted": {
            "vote_counts": {
              "n/a:primary_event_absent": 1,
              "yes": 2
            },
            "consensus": "yes",
            "agrees_with_human_consensus": null,
            "calibration_eligible": false
          },
          "recovered_without_further_emission": {
            "vote_counts": {
              "n/a:primary_event_absent": 1,
              "yes": 2
            },
            "consensus": "yes",
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            "calibration_eligible": true
          }
        }
      }
    }
  ],
  "refusals": [
    {
      "cell_id": "cell-kling-video-3.0-omni-fb-074",
      "configuration_id": "kling-video-3.0-omni",
      "scene_id": "FB-074",
      "canonical_outcome": "refusal",
      "message_category": "provider moderation",
      "provider_message": "Prompt blocked as it may violate TOS, scat detected in prompt",
      "provider_message_publication": "published",
      "human": null,
      "ai": null,
      "supplemental_variant": {
        "exists": true,
        "excluded_from_canonical_scoring": true
      }
    }
  ],
  "configurations": [
    {
      "configuration_id": "wan-3",
      "label": "Wan 3",
      "family": "Alibaba Wan 3",
      "sample_ids": [
        "7XGJH6",
        "SZY2DC",
        "XVFNKH",
        "YMLKA7"
      ],
      "refusal_cell_ids": [],
      "summary": {
        "scenes_total": 4,
        "scenes_evaluated": 4,
        "scenes_refused": 0,
        "event_success": {
          "success": 4,
          "not_success": 0,
          "no_consensus": 0,
          "evaluated": 4
        },
        "primary_causal_success": {
          "success": 2,
          "not_success": 0,
          "no_consensus": 2,
          "evaluated": 4
        },
        "strict_scene_success": {
          "success": 2,
          "not_success": 0,
          "no_consensus": 2,
          "evaluated": 4
        },
        "full_factual_success": {
          "success": 2,
          "not_success": 1,
          "no_consensus": 1,
          "evaluated": 4
        },
        "ratings": {
          "acoustic_plausibility": {
            "numeric_responses": 16,
            "na_responses": 0,
            "clips_with_numeric": 4,
            "mean": 3.1875,
            "median": 3.0,
            "sd": 0.8077
          },
          "temporal_causal_coherence": {
            "numeric_responses": 16,
            "na_responses": 0,
            "clips_with_numeric": 4,
            "mean": 3.375,
            "median": 3.0,
            "sd": 0.857
          },
          "physical_social_plausibility": {
            "numeric_responses": 16,
            "na_responses": 0,
            "clips_with_numeric": 4,
            "mean": 3.625,
            "median": 4.0,
            "sd": 0.857
          }
        },
        "human_questions": 12,
        "human_questions_with_consensus": 9,
        "ai_agreement": {
          "gemini-3.8-flash": {
            "agree": 7,
            "compared": 9
          },
          "gemini-3.7-flash": {
            "agree": 8,
            "compared": 9
          },
          "gemini-3.6-flash": {
            "agree": 8,
            "compared": 9
          },
          "panel": {
            "agree": 8,
            "compared": 9
          }
        }
      }
    },
    {
      "configuration_id": "flux-3-draft",
      "label": "FLUX 3 Draft",
      "family": "Black Forest Labs FLUX 3",
      "sample_ids": [
        "3EYPKH",
        "DWPP3W",
        "E97W8V",
        "K5DFBJ"
      ],
      "refusal_cell_ids": [],
      "summary": {
        "scenes_total": 4,
        "scenes_evaluated": 4,
        "scenes_refused": 0,
        "event_success": {
          "success": 4,
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          "no_consensus": 0,
          "evaluated": 4
        },
        "primary_causal_success": {
          "success": 2,
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          "evaluated": 4
        },
        "strict_scene_success": {
          "success": 2,
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          "no_consensus": 0,
          "evaluated": 4
        },
        "full_factual_success": {
          "success": 2,
          "not_success": 2,
          "no_consensus": 0,
          "evaluated": 4
        },
        "ratings": {
          "acoustic_plausibility": {
            "numeric_responses": 15,
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            "clips_with_numeric": 4,
            "mean": 2.4,
            "median": 2,
            "sd": 0.9522
          },
          "temporal_causal_coherence": {
            "numeric_responses": 15,
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          "gemini-3.6-flash": {
            "agree": 10,
            "compared": 11
          },
          "panel": {
            "agree": 10,
            "compared": 11
          }
        }
      }
    },
    {
      "configuration_id": "sora-2",
      "label": "Sora 2",
      "family": "OpenAI Sora",
      "sample_ids": [
        "7K724T",
        "EFXRPX",
        "YUNREY",
        "ZB6E8W"
      ],
      "refusal_cell_ids": [],
      "summary": {
        "scenes_total": 4,
        "scenes_evaluated": 4,
        "scenes_refused": 0,
        "event_success": {
          "success": 1,
          "not_success": 1,
          "no_consensus": 2,
          "evaluated": 4
        },
        "primary_causal_success": {
          "success": 1,
          "not_success": 2,
          "no_consensus": 1,
          "evaluated": 4
        },
        "strict_scene_success": {
          "success": 1,
          "not_success": 2,
          "no_consensus": 1,
          "evaluated": 4
        },
        "full_factual_success": {
          "success": 1,
          "not_success": 2,
          "no_consensus": 1,
          "evaluated": 4
        },
        "ratings": {
          "acoustic_plausibility": {
            "numeric_responses": 11,
            "na_responses": 5,
            "clips_with_numeric": 3,
            "mean": 2.2727,
            "median": 2,
            "sd": 1.1355
          },
          "temporal_causal_coherence": {
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            "na_responses": 5,
            "clips_with_numeric": 3,
            "mean": 2.9091,
            "median": 3,
            "sd": 0.9
          },
          "physical_social_plausibility": {
            "numeric_responses": 11,
            "na_responses": 5,
            "clips_with_numeric": 4,
            "mean": 2.8182,
            "median": 3,
            "sd": 0.8332
          }
        },
        "human_questions": 12,
        "human_questions_with_consensus": 6,
        "ai_agreement": {
          "gemini-3.8-flash": {
            "agree": 4,
            "compared": 6
          },
          "gemini-3.7-flash": {
            "agree": 3,
            "compared": 6
          },
          "gemini-3.6-flash": {
            "agree": 3,
            "compared": 6
          },
          "panel": {
            "agree": 3,
            "compared": 6
          }
        }
      }
    },
    {
      "configuration_id": "sora-2-pro",
      "label": "Sora 2 Pro",
      "family": "OpenAI Sora",
      "sample_ids": [
        "3MNRCL",
        "5JSTTP",
        "D6JHRC",
        "TA85B8"
      ],
      "refusal_cell_ids": [],
      "summary": {
        "scenes_total": 4,
        "scenes_evaluated": 4,
        "scenes_refused": 0,
        "event_success": {
          "success": 2,
          "not_success": 1,
          "no_consensus": 1,
          "evaluated": 4
        },
        "primary_causal_success": {
          "success": 1,
          "not_success": 3,
          "no_consensus": 0,
          "evaluated": 4
        },
        "strict_scene_success": {
          "success": 1,
          "not_success": 3,
          "no_consensus": 0,
          "evaluated": 4
        },
        "full_factual_success": {
          "success": 1,
          "not_success": 3,
          "no_consensus": 0,
          "evaluated": 4
        },
        "ratings": {
          "acoustic_plausibility": {
            "numeric_responses": 10,
            "na_responses": 6,
            "clips_with_numeric": 3,
            "mean": 3.1,
            "median": 3.0,
            "sd": 0.8307
          },
          "temporal_causal_coherence": {
            "numeric_responses": 10,
            "na_responses": 6,
            "clips_with_numeric": 3,
            "mean": 3.3,
            "median": 3.5,
            "sd": 0.781
          },
          "physical_social_plausibility": {
            "numeric_responses": 12,
            "na_responses": 4,
            "clips_with_numeric": 4,
            "mean": 2.9167,
            "median": 3.0,
            "sd": 0.862
          }
        },
        "human_questions": 12,
        "human_questions_with_consensus": 10,
        "ai_agreement": {
          "gemini-3.8-flash": {
            "agree": 8,
            "compared": 10
          },
          "gemini-3.7-flash": {
            "agree": 5,
            "compared": 10
          },
          "gemini-3.6-flash": {
            "agree": 9,
            "compared": 10
          },
          "panel": {
            "agree": 8,
            "compared": 10
          }
        }
      }
    },
    {
      "configuration_id": "vidu-omni-pro-3.2a",
      "label": "Vidu Omni Pro 3.2a",
      "family": "Vidu",
      "sample_ids": [
        "4EPZWT",
        "7AKCCT",
        "J8X46G",
        "RXTC7G"
      ],
      "refusal_cell_ids": [],
      "summary": {
        "scenes_total": 4,
        "scenes_evaluated": 4,
        "scenes_refused": 0,
        "event_success": {
          "success": 4,
          "not_success": 0,
          "no_consensus": 0,
          "evaluated": 4
        },
        "primary_causal_success": {
          "success": 4,
          "not_success": 0,
          "no_consensus": 0,
          "evaluated": 4
        },
        "strict_scene_success": {
          "success": 4,
          "not_success": 0,
          "no_consensus": 0,
          "evaluated": 4
        },
        "full_factual_success": {
          "success": 4,
          "not_success": 0,
          "no_consensus": 0,
          "evaluated": 4
        },
        "ratings": {
          "acoustic_plausibility": {
            "numeric_responses": 16,
            "na_responses": 0,
            "clips_with_numeric": 4,
            "mean": 4.0625,
            "median": 4.0,
            "sd": 0.2421
          },
          "temporal_causal_coherence": {
            "numeric_responses": 16,
            "na_responses": 0,
            "clips_with_numeric": 4,
            "mean": 4.25,
            "median": 4.0,
            "sd": 0.6614
          },
          "physical_social_plausibility": {
            "numeric_responses": 16,
            "na_responses": 0,
            "clips_with_numeric": 4,
            "mean": 4,
            "median": 4.0,
            "sd": 0.7906
          }
        },
        "human_questions": 12,
        "human_questions_with_consensus": 12,
        "ai_agreement": {
          "gemini-3.8-flash": {
            "agree": 9,
            "compared": 12
          },
          "gemini-3.7-flash": {
            "agree": 11,
            "compared": 12
          },
          "gemini-3.6-flash": {
            "agree": 11,
            "compared": 12
          },
          "panel": {
            "agree": 11,
            "compared": 12
          }
        }
      }
    },
    {
      "configuration_id": "grok-imagine-video-1.5",
      "label": "Grok Imagine Video 1.5",
      "family": "xAI Grok Imagine",
      "sample_ids": [
        "F9ZVRK",
        "LV5G5T",
        "P94D96",
        "WCYF6F"
      ],
      "refusal_cell_ids": [],
      "summary": {
        "scenes_total": 4,
        "scenes_evaluated": 4,
        "scenes_refused": 0,
        "event_success": {
          "success": 0,
          "not_success": 4,
          "no_consensus": 0,
          "evaluated": 4
        },
        "primary_causal_success": {
          "success": 0,
          "not_success": 4,
          "no_consensus": 0,
          "evaluated": 4
        },
        "strict_scene_success": {
          "success": 0,
          "not_success": 4,
          "no_consensus": 0,
          "evaluated": 4
        },
        "full_factual_success": {
          "success": 0,
          "not_success": 4,
          "no_consensus": 0,
          "evaluated": 4
        },
        "ratings": {
          "acoustic_plausibility": {
            "numeric_responses": 1,
            "na_responses": 15,
            "clips_with_numeric": 1,
            "mean": 1,
            "median": 1,
            "sd": null
          },
          "temporal_causal_coherence": {
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            "na_responses": 15,
            "clips_with_numeric": 1,
            "mean": 3,
            "median": 3,
            "sd": null
          },
          "physical_social_plausibility": {
            "numeric_responses": 9,
            "na_responses": 7,
            "clips_with_numeric": 4,
            "mean": 3.4444,
            "median": 3,
            "sd": 0.4969
          }
        },
        "human_questions": 12,
        "human_questions_with_consensus": 11,
        "ai_agreement": {
          "gemini-3.8-flash": {
            "agree": 3,
            "compared": 11
          },
          "gemini-3.7-flash": {
            "agree": 1,
            "compared": 11
          },
          "gemini-3.6-flash": {
            "agree": 9,
            "compared": 11
          },
          "panel": {
            "agree": 3,
            "compared": 11
          }
        }
      }
    }
  ],
  "reliability": {
    "per_question": {
      "FB-C02/single_event_present": {
        "cells": 16,
        "consensus": 14,
        "no_consensus": 2,
        "consensus_rate": 0.875,
        "unanimous": 10,
        "split": 6,
        "unanimous_rate": 0.625,
        "pairwise_exact_agreement": 0.7708,
        "alpha": 0.5815,
        "alpha_ci95": [
          0.2971,
          0.8149
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "no": 24,
          "unclear": 4,
          "yes": 36
        }
      },
      "FB-C02/source_was_red_jacket_woman": {
        "cells": 16,
        "consensus": 14,
        "no_consensus": 2,
        "consensus_rate": 0.875,
        "unanimous": 6,
        "split": 10,
        "unanimous_rate": 0.375,
        "pairwise_exact_agreement": 0.6562,
        "alpha": 0.4504,
        "alpha_ci95": [
          0.2335,
          0.609
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "n/a:primary_event_absent": 17,
          "unclear": 14,
          "yes": 33
        }
      },
      "FB-C02/bystanders_directed_attention": {
        "cells": 16,
        "consensus": 10,
        "no_consensus": 6,
        "consensus_rate": 0.625,
        "unanimous": 7,
        "split": 9,
        "unanimous_rate": 0.4375,
        "pairwise_exact_agreement": 0.6042,
        "alpha": 0.3243,
        "alpha_ci95": [
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          0.5372
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "n/a:causal_prerequisite_absent": 12,
          "n/a:not_observable": 2,
          "no": 7,
          "unclear": 4,
          "yes": 39
        }
      },
      "FB-014/single_event_present": {
        "cells": 16,
        "consensus": 15,
        "no_consensus": 1,
        "consensus_rate": 0.9375,
        "unanimous": 10,
        "split": 6,
        "unanimous_rate": 0.625,
        "pairwise_exact_agreement": 0.7917,
        "alpha": 0.5996,
        "alpha_ci95": [
          0.3024,
          0.8408
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "no": 29,
          "unclear": 1,
          "yes": 34
        }
      },
      "FB-014/event_connected_to_lift": {
        "cells": 16,
        "consensus": 13,
        "no_consensus": 3,
        "consensus_rate": 0.8125,
        "unanimous": 10,
        "split": 6,
        "unanimous_rate": 0.625,
        "pairwise_exact_agreement": 0.75,
        "alpha": 0.609,
        "alpha_ci95": [
          0.3342,
          0.8389
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "n/a:primary_event_absent": 26,
          "no": 7,
          "unclear": 3,
          "yes": 28
        }
      },
      "FB-014/body_and_clothing_plausible": {
        "cells": 16,
        "consensus": 13,
        "no_consensus": 3,
        "consensus_rate": 0.8125,
        "unanimous": 9,
        "split": 7,
        "unanimous_rate": 0.5625,
        "pairwise_exact_agreement": 0.75,
        "alpha": 0.0667,
        "alpha_ci95": [
          -0.08,
          0.2105
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "n/a:not_observable": 10,
          "yes": 54
        }
      },
      "FB-074/chair_creak_present": {
        "cells": 15,
        "consensus": 9,
        "no_consensus": 6,
        "consensus_rate": 0.6,
        "unanimous": 5,
        "split": 10,
        "unanimous_rate": 0.3333,
        "pairwise_exact_agreement": 0.5667,
        "alpha": 0.2872,
        "alpha_ci95": [
          -0.0183,
          0.5305
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "no": 32,
          "unclear": 10,
          "yes": 18
        }
      },
      "FB-074/separate_fart_event_present": {
        "cells": 15,
        "consensus": 11,
        "no_consensus": 4,
        "consensus_rate": 0.7333,
        "unanimous": 9,
        "split": 6,
        "unanimous_rate": 0.6,
        "pairwise_exact_agreement": 0.7333,
        "alpha": 0.4679,
        "alpha_ci95": [
          0.1368,
          0.7528
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "no": 17,
          "unclear": 4,
          "yes": 39
        }
      },
      "FB-074/creak_and_fart_distinguishable": {
        "cells": 15,
        "consensus": 9,
        "no_consensus": 6,
        "consensus_rate": 0.6,
        "unanimous": 2,
        "split": 13,
        "unanimous_rate": 0.1333,
        "pairwise_exact_agreement": 0.4667,
        "alpha": 0.1712,
        "alpha_ci95": [
          -0.0716,
          0.3611
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "n/a:required_sound_absent": 31,
          "no": 6,
          "unclear": 6,
          "yes": 17
        }
      },
      "FB-512/single_event_present": {
        "cells": 16,
        "consensus": 15,
        "no_consensus": 1,
        "consensus_rate": 0.9375,
        "unanimous": 12,
        "split": 4,
        "unanimous_rate": 0.75,
        "pairwise_exact_agreement": 0.8542,
        "alpha": 0.6632,
        "alpha_ci95": [
          0.2696,
          0.9302
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "no": 18,
          "unclear": 1,
          "yes": 45
        }
      },
      "FB-512/both_people_reacted": {
        "cells": 16,
        "consensus": 12,
        "no_consensus": 4,
        "consensus_rate": 0.75,
        "unanimous": 8,
        "split": 8,
        "unanimous_rate": 0.5,
        "pairwise_exact_agreement": 0.6771,
        "alpha": 0.4833,
        "alpha_ci95": [
          0.1967,
          0.7064
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "n/a:not_observable": 6,
          "n/a:primary_event_absent": 11,
          "no": 5,
          "unclear": 5,
          "yes": 37
        }
      },
      "FB-512/recovered_without_further_emission": {
        "cells": 16,
        "consensus": 12,
        "no_consensus": 4,
        "consensus_rate": 0.75,
        "unanimous": 9,
        "split": 7,
        "unanimous_rate": 0.5625,
        "pairwise_exact_agreement": 0.6979,
        "alpha": 0.4984,
        "alpha_ci95": [
          0.2222,
          0.7489
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "n/a:primary_event_absent": 15,
          "no": 5,
          "unclear": 7,
          "yes": 37
        }
      }
    },
    "per_scene": {
      "FB-C02": {
        "cells": 48,
        "consensus": 38,
        "no_consensus": 10,
        "consensus_rate": 0.7917,
        "unanimous": 23,
        "split": 25,
        "unanimous_rate": 0.4792,
        "pairwise_exact_agreement": 0.6771,
        "alpha": 0.4922,
        "alpha_ci95": [
          0.3657,
          0.6037
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "n/a:causal_prerequisite_absent": 12,
          "n/a:not_observable": 2,
          "n/a:primary_event_absent": 17,
          "no": 31,
          "unclear": 22,
          "yes": 108
        }
      },
      "FB-014": {
        "cells": 48,
        "consensus": 41,
        "no_consensus": 7,
        "consensus_rate": 0.8542,
        "unanimous": 29,
        "split": 19,
        "unanimous_rate": 0.6042,
        "pairwise_exact_agreement": 0.7639,
        "alpha": 0.5939,
        "alpha_ci95": [
          0.4268,
          0.7141
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "n/a:not_observable": 10,
          "n/a:primary_event_absent": 26,
          "no": 36,
          "unclear": 4,
          "yes": 116
        }
      },
      "FB-074": {
        "cells": 45,
        "consensus": 29,
        "no_consensus": 16,
        "consensus_rate": 0.6444,
        "unanimous": 16,
        "split": 29,
        "unanimous_rate": 0.3556,
        "pairwise_exact_agreement": 0.5889,
        "alpha": 0.4123,
        "alpha_ci95": [
          0.2791,
          0.5212
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "n/a:required_sound_absent": 31,
          "no": 55,
          "unclear": 20,
          "yes": 74
        }
      },
      "FB-512": {
        "cells": 48,
        "consensus": 39,
        "no_consensus": 9,
        "consensus_rate": 0.8125,
        "unanimous": 29,
        "split": 19,
        "unanimous_rate": 0.6042,
        "pairwise_exact_agreement": 0.7431,
        "alpha": 0.5521,
        "alpha_ci95": [
          0.3871,
          0.7041
        ],
        "alpha_metric": "nominal over exact states (N/A reasons distinct)",
        "raw_vote_counts": {
          "n/a:not_observable": 6,
          "n/a:primary_event_absent": 26,
          "no": 28,
          "unclear": 13,
          "yes": 119
        }
      }
    },
    "overall": {
      "cells": 189,
      "consensus": 147,
      "no_consensus": 42,
      "consensus_rate": 0.7778,
      "unanimous": 97,
      "split": 92,
      "unanimous_rate": 0.5132,
      "pairwise_exact_agreement": 0.6949,
      "alpha": 0.5235,
      "alpha_ci95": [
        0.4519,
        0.5879
      ],
      "alpha_metric": "nominal over exact states (N/A reasons distinct)",
      "raw_vote_counts": {
        "n/a:causal_prerequisite_absent": 12,
        "n/a:not_observable": 18,
        "n/a:primary_event_absent": 69,
        "n/a:required_sound_absent": 31,
        "no": 150,
        "unclear": 59,
        "yes": 417
      }
    },
    "pairwise_reviewers": {
      "H01-H02": 0.6772,
      "H01-H03": 0.6878,
      "H01-H04": 0.7037,
      "H02-H03": 0.7725,
      "H02-H04": 0.6667,
      "H03-H04": 0.6614
    },
    "ratings": {
      "acoustic_plausibility": {
        "numeric": 176,
        "not_applicable": 76,
        "alpha": 0.5404,
        "alpha_ci95": [
          0.3669,
          0.669
        ],
        "alpha_metric": "interval, N/A missing (ordinal is not in the frozen implementation)",
        "pairwise_exact_agreement": 0.4239,
        "pairwise_within_one_point": 0.8395,
        "mean_within_clip_sd": 0.5672
      },
      "temporal_causal_coherence": {
        "numeric": 178,
        "not_applicable": 74,
        "alpha": 0.5145,
        "alpha_ci95": [
          0.3528,
          0.6329
        ],
        "alpha_metric": "interval, N/A missing (ordinal is not in the frozen implementation)",
        "pairwise_exact_agreement": 0.3361,
        "pairwise_within_one_point": 0.8487,
        "mean_within_clip_sd": 0.5876
      },
      "physical_social_plausibility": {
        "numeric": 213,
        "not_applicable": 39,
        "alpha": 0.3394,
        "alpha_ci95": [
          0.132,
          0.4997
        ],
        "alpha_metric": "interval, N/A missing (ordinal is not in the frozen implementation)",
        "pairwise_exact_agreement": 0.4362,
        "pairwise_within_one_point": 0.9043,
        "mean_within_clip_sd": 0.4837
      }
    },
    "caveats": [
      {
        "scope": "scene",
        "target": "FB-074",
        "kind": "low_consensus_reliability",
        "text": "FB-074 has comparatively low human consensus and reliability; conclusions about any configuration in this scene carry an explicit uncertainty caveat."
      },
      {
        "scope": "question",
        "target": "FB-014/body_and_clothing_plausible",
        "kind": "prevalence_low_alpha",
        "text": "High raw agreement but low Krippendorff alpha, because almost every answer is the same; read the raw vote proportions beside alpha rather than treating alpha alone as poor reviewer quality."
      }
    ]
  },
  "ai_calibration": {
    "thresholds": {
      "ordinary_gate": 0.7,
      "primary_causal_gate": 0.75,
      "rating_mae": 1.0,
      "rating_min_human_numeric": 3,
      "panel_requires": "2 of 3"
    },
    "gates": {
      "FB-C02/single_event_present": {
        "role": "primary_event",
        "threshold": 0.7,
        "human_consensus_samples": 14,
        "human_no_consensus_samples": 2,
        "judges": {
          "gemini-3.8-flash": {
            "agree": 8,
            "compared": 14,
            "rate": 0.5714,
            "wilson95": [
              0.3259,
              0.7862
            ],
            "status": "not_calibrated"
          },
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            "discrimination_basis": "AI ratings are strongly concentrated around 3.",
            "summary_label": "MAE criterion met · useful discrimination not demonstrated",
            "ai_na_where_humans_rated": 0,
            "ai_numeric_where_humans_did_not": 13
          }
        }
      }
    },
    "headline": {
      "gemini-3.8-flash": {
        "ordinary_gates_calibrated": 6,
        "ordinary_gates": 8,
        "primary_causal_gates_calibrated": 0,
        "primary_causal_gates": 4,
        "not_calibrated_for_primary_causal_gate": [
          "FB-014/event_connected_to_lift",
          "FB-074/creak_and_fart_distinguishable",
          "FB-512/recovered_without_further_emission",
          "FB-C02/source_was_red_jacket_woman"
        ],
        "not_calibrated": [
          "FB-074/chair_creak_present",
          "FB-C02/single_event_present"
        ],
        "not_evaluable": [],
        "rating_mae_threshold_met": 3,
        "rating_discrimination_demonstrated": 0
      },
      "gemini-3.7-flash": {
        "ordinary_gates_calibrated": 4,
        "ordinary_gates": 8,
        "primary_causal_gates_calibrated": 0,
        "primary_causal_gates": 4,
        "not_calibrated_for_primary_causal_gate": [
          "FB-014/event_connected_to_lift",
          "FB-074/creak_and_fart_distinguishable",
          "FB-512/recovered_without_further_emission",
          "FB-C02/source_was_red_jacket_woman"
        ],
        "not_calibrated": [
          "FB-014/single_event_present",
          "FB-074/chair_creak_present",
          "FB-074/separate_fart_event_present",
          "FB-C02/single_event_present"
        ],
        "not_evaluable": [],
        "rating_mae_threshold_met": 3,
        "rating_discrimination_demonstrated": 0
      },
      "gemini-3.6-flash": {
        "ordinary_gates_calibrated": 5,
        "ordinary_gates": 8,
        "primary_causal_gates_calibrated": 2,
        "primary_causal_gates": 4,
        "not_calibrated_for_primary_causal_gate": [
          "FB-014/event_connected_to_lift",
          "FB-C02/source_was_red_jacket_woman"
        ],
        "not_calibrated": [
          "FB-014/single_event_present",
          "FB-074/chair_creak_present",
          "FB-512/both_people_reacted"
        ],
        "not_evaluable": [],
        "rating_mae_threshold_met": 3,
        "rating_discrimination_demonstrated": 0
      },
      "panel": {
        "ordinary_gates_calibrated": 4,
        "ordinary_gates": 8,
        "primary_causal_gates_calibrated": 0,
        "primary_causal_gates": 4,
        "not_calibrated_for_primary_causal_gate": [
          "FB-014/event_connected_to_lift",
          "FB-074/creak_and_fart_distinguishable",
          "FB-512/recovered_without_further_emission",
          "FB-C02/source_was_red_jacket_woman"
        ],
        "not_calibrated": [
          "FB-014/single_event_present",
          "FB-074/chair_creak_present",
          "FB-074/separate_fart_event_present",
          "FB-C02/single_event_present"
        ],
        "not_evaluable": [],
        "rating_mae_threshold_met": null,
        "rating_discrimination_demonstrated": null
      }
    },
    "disagreements": {
      "human_consensus_any_judge_disagrees": [
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          "sample_id": "3EYPKH",
          "question_id": "FB-512/single_event_present"
        },
        {
          "sample_id": "3EYPKH",
          "question_id": "FB-512/both_people_reacted"
        },
        {
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          "question_id": "FB-512/recovered_without_further_emission"
        },
        {
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        },
        {
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        },
        {
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          "question_id": "FB-074/chair_creak_present"
        },
        {
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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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        },
        {
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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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        {
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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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        {
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        {
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        {
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        {
          "sample_id": "YUNREY",
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        {
          "sample_id": "YUNREY",
          "question_id": "FB-014/event_connected_to_lift"
        },
        {
          "sample_id": "YUTRHH",
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        {
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        {
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          "question_id": "FB-512/recovered_without_further_emission"
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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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        {
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        {
          "sample_id": "D6JHRC",
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        {
          "sample_id": "F9ZVRK",
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        },
        {
          "sample_id": "GQZK3X",
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        {
          "sample_id": "KBZ29T",
          "question_id": "FB-512/both_people_reacted"
        },
        {
          "sample_id": "KBZ29T",
          "question_id": "FB-512/recovered_without_further_emission"
        },
        {
          "sample_id": "MH6X9Z",
          "question_id": "FB-074/separate_fart_event_present"
        },
        {
          "sample_id": "PN3WRY",
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        {
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        {
          "sample_id": "R26HLK",
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        },
        {
          "sample_id": "YJCLF4",
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      ],
      "ai_unanimous_against_human_consensus": [
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        },
        {
          "sample_id": "3G6SS5",
          "question_id": "FB-C02/source_was_red_jacket_woman"
        },
        {
          "sample_id": "6D7MWZ",
          "question_id": "FB-C02/single_event_present"
        },
        {
          "sample_id": "BABQP3",
          "question_id": "FB-C02/single_event_present"
        },
        {
          "sample_id": "BABQP3",
          "question_id": "FB-C02/source_was_red_jacket_woman"
        },
        {
          "sample_id": "CS9BVJ",
          "question_id": "FB-512/single_event_present"
        },
        {
          "sample_id": "F9ZVRK",
          "question_id": "FB-C02/single_event_present"
        },
        {
          "sample_id": "HP3MTU",
          "question_id": "FB-074/separate_fart_event_present"
        },
        {
          "sample_id": "J8X46G",
          "question_id": "FB-C02/source_was_red_jacket_woman"
        },
        {
          "sample_id": "R26HLK",
          "question_id": "FB-074/chair_creak_present"
        },
        {
          "sample_id": "V65YL7",
          "question_id": "FB-074/chair_creak_present"
        },
        {
          "sample_id": "V65YL7",
          "question_id": "FB-074/separate_fart_event_present"
        },
        {
          "sample_id": "V65YL7",
          "question_id": "FB-074/creak_and_fart_distinguishable"
        },
        {
          "sample_id": "WJHT3C",
          "question_id": "FB-014/single_event_present"
        },
        {
          "sample_id": "WJHT3C",
          "question_id": "FB-014/event_connected_to_lift"
        },
        {
          "sample_id": "XND6TL",
          "question_id": "FB-014/event_connected_to_lift"
        },
        {
          "sample_id": "YMLKA7",
          "question_id": "FB-512/both_people_reacted"
        }
      ]
    }
  },
  "notes": []
}
