{
 "model": "rishanthrajendhran/IdeaLens-LogisticClassifier",
 "input": "outline",
 "flag_rule": "flag the document as AI when P(human) < cut",
 "calibration": {
  "data": "WildOutlines, calibration split (human documents only)",
  "scores_from": "the training run's stored predictions on the calibration split",
  "n_humans": 80000,
  "n_per_format": {
   "Academic Writing": 10000,
   "Creative Writing": 10000,
   "Knowledge Article": 10000,
   "News Article": 10000,
   "Nonfiction Writing": 10000,
   "Personal About Page": 10000,
   "Personal Blog": 10000,
   "User Reviews": 10000
  },
  "n_per_topic": {
   "Art & Design": 3338,
   "Crime & Law": 3931,
   "Education & Jobs": 3974,
   "Entertainment": 4692,
   "Fashion & Beauty": 2999,
   "Finance & Business": 4855,
   "Food & Dining": 2696,
   "Games": 4257,
   "Hardware": 2253,
   "Health": 5069,
   "History": 2554,
   "Home & Hobbies": 4192,
   "Industrial": 2299,
   "Literature": 3571,
   "Politics": 3728,
   "Religion": 3617,
   "Science & Tech.": 4154,
   "Social Life": 3126,
   "Software": 2257,
   "Software Dev.": 2468,
   "Sports & Fitness": 4224,
   "Transportation": 2810,
   "Travel": 2936
  }
 },
 "method": {
  "global": "the target-FPR quantile of P(human) over all calibration humans",
  "per_group": "the group's own quantile, shrunk toward the global cut with weight n / (n + 2500)",
  "min_group_humans": 200,
  "estimability": "a cut at FPR q is given only when q * n >= 25 calibration humans",
  "missing_cut": "no cut for a group means none could be estimated; do not substitute the global cut"
 },
 "fpr_targets": [
  0.001,
  0.005,
  0.01,
  0.02,
  0.05,
  0.1,
  0.2
 ],
 "global": {
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  "0.005": 0.02867227201083185,
  "0.01": 0.059536946194257215,
  "0.02": 0.11625680052414059,
  "0.05": 0.26407016543721995,
  "0.1": 0.4527246278095192,
  "0.2": 0.6914557194237397
 },
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   "Creative Writing": 0.06842656490325572,
   "Knowledge Article": 0.013549577866957773,
   "News Article": 0.037116423168727354,
   "Nonfiction Writing": 0.012762849974220107,
   "Personal About Page": 0.07863581954726177,
   "Personal Blog": 0.046289725369901086,
   "User Reviews": 0.04360359362805784
  },
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   "Creative Writing": 0.10501832944669903,
   "Knowledge Article": 0.027691557082781336,
   "News Article": 0.07071243140554262,
   "Nonfiction Writing": 0.02639998383650473,
   "Personal About Page": 0.12256619670774015,
   "Personal Blog": 0.08518712118511351,
   "User Reviews": 0.06876486919167552
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   "Knowledge Article": 0.06444587818531136,
   "News Article": 0.12888065915747376,
   "Nonfiction Writing": 0.06452034497994172,
   "Personal About Page": 0.18901147908980492,
   "Personal Blog": 0.1496872787964267,
   "User Reviews": 0.12052851269421544
  },
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   "Creative Writing": 0.34134221029738165,
   "Knowledge Article": 0.16816069858792998,
   "News Article": 0.27790715836408686,
   "Nonfiction Writing": 0.19307199601744005,
   "Personal About Page": 0.3461023636669453,
   "Personal Blog": 0.31670432690064476,
   "User Reviews": 0.24965578554664444
  },
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   "Creative Writing": 0.5370199488258999,
   "Knowledge Article": 0.34325507651013415,
   "News Article": 0.4623543271075966,
   "Nonfiction Writing": 0.38173879472636046,
   "Personal About Page": 0.5161412810676375,
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   "User Reviews": 0.4108623709803477
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   "Creative Writing": 0.7555976322117836,
   "Knowledge Article": 0.6076391823221505,
   "News Article": 0.6928231697944629,
   "Nonfiction Writing": 0.6612782871532749,
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   "User Reviews": 0.641015771150212
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 },
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  "0.005": {
   "Health": 0.022651713994766107
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  "0.01": {
   "Art & Design": 0.0742037736781464,
   "Crime & Law": 0.0940743196921047,
   "Education & Jobs": 0.06362716182631294,
   "Entertainment": 0.06127017849095448,
   "Fashion & Beauty": 0.06273762696895295,
   "Finance & Business": 0.0350818510592217,
   "Food & Dining": 0.07389497929573276,
   "Games": 0.053807469210449765,
   "Health": 0.045798444828505466,
   "History": 0.08692817077890863,
   "Home & Hobbies": 0.06465785567242471,
   "Literature": 0.06850736074736496,
   "Politics": 0.08558373324515577,
   "Religion": 0.05962957164308351,
   "Science & Tech.": 0.05935466156417895,
   "Social Life": 0.04196894370868738,
   "Sports & Fitness": 0.06913576745388011,
   "Transportation": 0.06760953469221428,
   "Travel": 0.05850594162119588
  },
  "0.02": {
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   "Education & Jobs": 0.11543220012009013,
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   "Software Dev.": 0.1256118700718983,
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 }
}