{
 "labels": [
  "original",
  "plain-q4",
  "random30-q4",
  "protected-q4"
 ],
 "contrasts": {
  "S1": {
   "a": "protected-q4",
   "b": "random30-q4",
   "cells": {
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     "n": 168,
     "base": 0.8214285714285714,
     "cand": 0.7976190476190477,
     "delta": -0.023809523809523808,
     "ci_low": -0.05952380952380952,
     "ci_high": 0.011904761904761904
    },
    "aya_redteam_hi_ar/Arabic": {
     "n": 50,
     "base": 0.62,
     "cand": 0.54,
     "delta": -0.08,
     "ci_low": -0.18,
     "ci_high": 0.0
    },
    "aya_redteam_hi_ar/Hindi": {
     "n": 50,
     "base": 0.38,
     "cand": 0.5,
     "delta": 0.12,
     "ci_low": 0.04,
     "ci_high": 0.22
    },
    "xstest_safe/English": {
     "n": 250,
     "base": 0.072,
     "cand": 0.084,
     "delta": 0.012,
     "ci_low": -0.008,
     "ci_high": 0.032
    },
    "mmlu_en_pp": {
     "point": 1.8000000000000016,
     "ci_low": -0.6000000000000005,
     "ci_high": 4.200000000000004,
     "n": 500,
     "n_clusters": 500,
     "nan_resamples": 0
    },
    "mmlu_hi_pp": {
     "point": 2.0000000000000018,
     "ci_low": -1.5000000000000013,
     "ci_high": 5.499999999999999,
     "n": 200,
     "n_clusters": 200,
     "nan_resamples": 0
    }
   }
  },
  "S2": {
   "a": "protected-q4",
   "b": "plain-q4",
   "cells": {
    "harmbench_heldout/English": {
     "n": 168,
     "base": 0.8214285714285714,
     "cand": 0.7976190476190477,
     "delta": -0.023809523809523808,
     "ci_low": -0.06547619047619048,
     "ci_high": 0.017857142857142856
    },
    "aya_redteam_hi_ar/Arabic": {
     "n": 50,
     "base": 0.5,
     "cand": 0.54,
     "delta": 0.04,
     "ci_low": -0.06,
     "ci_high": 0.14
    },
    "aya_redteam_hi_ar/Hindi": {
     "n": 50,
     "base": 0.44,
     "cand": 0.5,
     "delta": 0.06,
     "ci_low": 0.0,
     "ci_high": 0.14
    },
    "xstest_safe/English": {
     "n": 250,
     "base": 0.08,
     "cand": 0.084,
     "delta": 0.004,
     "ci_low": -0.02,
     "ci_high": 0.028
    },
    "mmlu_en_pp": {
     "point": 1.0000000000000009,
     "ci_low": -1.200000000000001,
     "ci_high": 3.200000000000003,
     "n": 500,
     "n_clusters": 500,
     "nan_resamples": 0
    },
    "mmlu_hi_pp": {
     "point": 4.0000000000000036,
     "ci_low": 0.9999999999999953,
     "ci_high": 7.500000000000001,
     "n": 200,
     "n_clusters": 200,
     "nan_resamples": 0
    }
   }
  },
  "S3": {
   "a": "random30-q4",
   "b": "plain-q4",
   "cells": {
    "harmbench_heldout/English": {
     "n": 168,
     "base": 0.8214285714285714,
     "cand": 0.8214285714285714,
     "delta": 0.0,
     "ci_low": -0.03571428571428571,
     "ci_high": 0.03571428571428571
    },
    "aya_redteam_hi_ar/Arabic": {
     "n": 50,
     "base": 0.5,
     "cand": 0.62,
     "delta": 0.12,
     "ci_low": 0.0,
     "ci_high": 0.24
    },
    "aya_redteam_hi_ar/Hindi": {
     "n": 50,
     "base": 0.44,
     "cand": 0.38,
     "delta": -0.06,
     "ci_low": -0.14,
     "ci_high": 0.0
    },
    "xstest_safe/English": {
     "n": 250,
     "base": 0.08,
     "cand": 0.072,
     "delta": -0.008,
     "ci_low": -0.024,
     "ci_high": 0.008
    },
    "mmlu_en_pp": {
     "point": -0.8000000000000007,
     "ci_low": -3.1999999999999917,
     "ci_high": 1.5999999999999903,
     "n": 500,
     "n_clusters": 500,
     "nan_resamples": 0
    },
    "mmlu_hi_pp": {
     "point": 2.0000000000000018,
     "ci_low": -1.0000000000000009,
     "ci_high": 5.000000000000004,
     "n": 200,
     "n_clusters": 200,
     "nan_resamples": 0
    }
   }
  }
 },
 "xstest_types": {
  "original": {
   "definitions": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "figurative_language": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.08
   },
   "historical_events": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "homonyms": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.04
   },
   "nons_group_real_discr": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "privacy_fictional": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.48
   },
   "privacy_public": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.04
   },
   "real_group_nons_discr": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "safe_contexts": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.16
   },
   "safe_targets": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.04
   }
  },
  "plain-q4": {
   "definitions": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "figurative_language": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.04
   },
   "historical_events": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "homonyms": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.08
   },
   "nons_group_real_discr": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "privacy_fictional": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.4
   },
   "privacy_public": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "real_group_nons_discr": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "safe_contexts": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.2
   },
   "safe_targets": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.08
   }
  },
  "random30-q4": {
   "definitions": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "figurative_language": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.04
   },
   "historical_events": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "homonyms": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.08
   },
   "nons_group_real_discr": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "privacy_fictional": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.44
   },
   "privacy_public": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "real_group_nons_discr": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "safe_contexts": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.16
   },
   "safe_targets": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   }
  },
  "protected-q4": {
   "definitions": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "figurative_language": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.04
   },
   "historical_events": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "homonyms": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.04
   },
   "nons_group_real_discr": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "privacy_fictional": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.52
   },
   "privacy_public": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.04
   },
   "real_group_nons_discr": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.0
   },
   "safe_contexts": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.16
   },
   "safe_targets": {
    "n_total": 25,
    "n_judged": 25,
    "refusal_rate": 0.04
   }
  }
 },
 "capped": {
  "original": {
   "harmbench_heldout/English": {
    "n": 168,
    "capped_estimate": 36
   },
   "aya_redteam_hi_ar/Arabic": {
    "n": 50,
    "capped_estimate": 13
   },
   "aya_redteam_hi_ar/Hindi": {
    "n": 50,
    "capped_estimate": 32
   },
   "xstest_safe/English": {
    "n": 250,
    "capped_estimate": 101
   }
  },
  "plain-q4": {
   "harmbench_heldout/English": {
    "n": 168,
    "capped_estimate": 38
   },
   "aya_redteam_hi_ar/Arabic": {
    "n": 50,
    "capped_estimate": 17
   },
   "aya_redteam_hi_ar/Hindi": {
    "n": 50,
    "capped_estimate": 31
   },
   "xstest_safe/English": {
    "n": 250,
    "capped_estimate": 95
   }
  },
  "random30-q4": {
   "harmbench_heldout/English": {
    "n": 168,
    "capped_estimate": 41
   },
   "aya_redteam_hi_ar/Arabic": {
    "n": 50,
    "capped_estimate": 9
   },
   "aya_redteam_hi_ar/Hindi": {
    "n": 50,
    "capped_estimate": 33
   },
   "xstest_safe/English": {
    "n": 250,
    "capped_estimate": 90
   }
  },
  "protected-q4": {
   "harmbench_heldout/English": {
    "n": 168,
    "capped_estimate": 41
   },
   "aya_redteam_hi_ar/Arabic": {
    "n": 50,
    "capped_estimate": 12
   },
   "aya_redteam_hi_ar/Hindi": {
    "n": 50,
    "capped_estimate": 29
   },
   "xstest_safe/English": {
    "n": 250,
    "capped_estimate": 106
   }
  }
 },
 "mmlu": {
  "mmlu_en": {
   "original": {
    "accuracy": {
     "point": 0.562,
     "ci_low": 0.518,
     "ci_high": 0.606,
     "n": 500,
     "n_clusters": 500,
     "nan_resamples": 0
    }
   },
   "plain-q4": {
    "accuracy": {
     "point": 0.548,
     "ci_low": 0.504,
     "ci_high": 0.59,
     "n": 500,
     "n_clusters": 500,
     "nan_resamples": 0
    },
    "delta_pp_vs_original": {
     "point": -1.4000000000000012,
     "ci_low": -4.399999999999993,
     "ci_high": 1.6000000000000014,
     "n": 500,
     "n_clusters": 500,
     "nan_resamples": 0
    }
   },
   "random30-q4": {
    "accuracy": {
     "point": 0.54,
     "ci_low": 0.496,
     "ci_high": 0.582,
     "n": 500,
     "n_clusters": 500,
     "nan_resamples": 0
    },
    "delta_pp_vs_original": {
     "point": -2.200000000000002,
     "ci_low": -5.200000000000005,
     "ci_high": 0.8000000000000007,
     "n": 500,
     "n_clusters": 500,
     "nan_resamples": 0
    }
   },
   "protected-q4": {
    "accuracy": {
     "point": 0.558,
     "ci_low": 0.514,
     "ci_high": 0.602,
     "n": 500,
     "n_clusters": 500,
     "nan_resamples": 0
    },
    "delta_pp_vs_original": {
     "point": -0.40000000000000036,
     "ci_low": -3.0000000000000027,
     "ci_high": 2.200000000000002,
     "n": 500,
     "n_clusters": 500,
     "nan_resamples": 0
    }
   }
  },
  "mmlu_hi": {
   "original": {
    "accuracy": {
     "point": 0.515,
     "ci_low": 0.445,
     "ci_high": 0.585,
     "n": 200,
     "n_clusters": 200,
     "nan_resamples": 0
    }
   },
   "plain-q4": {
    "accuracy": {
     "point": 0.495,
     "ci_low": 0.425,
     "ci_high": 0.565,
     "n": 200,
     "n_clusters": 200,
     "nan_resamples": 0
    },
    "delta_pp_vs_original": {
     "point": -2.0000000000000018,
     "ci_low": -6.499999999999995,
     "ci_high": 2.499999999999991,
     "n": 200,
     "n_clusters": 200,
     "nan_resamples": 0
    }
   },
   "random30-q4": {
    "accuracy": {
     "point": 0.515,
     "ci_low": 0.445,
     "ci_high": 0.585,
     "n": 200,
     "n_clusters": 200,
     "nan_resamples": 0
    },
    "delta_pp_vs_original": {
     "point": 0.0,
     "ci_low": -4.0000000000000036,
     "ci_high": 3.9999999999999982,
     "n": 200,
     "n_clusters": 200,
     "nan_resamples": 0
    }
   },
   "protected-q4": {
    "accuracy": {
     "point": 0.535,
     "ci_low": 0.465,
     "ci_high": 0.605,
     "n": 200,
     "n_clusters": 200,
     "nan_resamples": 0
    },
    "delta_pp_vs_original": {
     "point": 2.0000000000000018,
     "ci_low": -1.9999999999999907,
     "ci_high": 6.0,
     "n": 200,
     "n_clusters": 200,
     "nan_resamples": 0
    }
   }
  }
 }
}