{
 "model": "rishanthrajendhran/ProseLens-ModernBERT-L",
 "input": "document",
 "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
  }
 },
 "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
 ],
 "global": {
  "0.001": 0.005766863141208887,
  "0.005": 0.043511959370225665,
  "0.01": 0.18790396720170977,
  "0.02": 0.8414405298233032,
  "0.05": 0.9982767522335052
 },
 "per_format": {
  "0.005": {
   "Academic Writing": 0.48511697150394323,
   "Creative Writing": 0.7774797902218998,
   "Knowledge Article": 0.0264915764220059,
   "News Article": 0.042131727289408456,
   "Nonfiction Writing": 0.016996091064065695,
   "Personal About Page": 0.08180167488381268,
   "Personal Blog": 0.42620853902027017,
   "User Reviews": 0.24418430317565804
  },
  "0.01": {
   "Academic Writing": 0.8101551976799966,
   "Creative Writing": 0.83455596023798,
   "Knowledge Article": 0.07479736334085464,
   "News Article": 0.16216902357339863,
   "Nonfiction Writing": 0.0544652368426323,
   "Personal About Page": 0.36414291030168533,
   "Personal Blog": 0.7883320108056069,
   "User Reviews": 0.7249871950745583
  },
  "0.02": {
   "Academic Writing": 0.9664362020492554,
   "Creative Writing": 0.9677177896499634,
   "Knowledge Article": 0.28712427091598514,
   "News Article": 0.6937795658111573,
   "Nonfiction Writing": 0.22745220160484314,
   "Personal About Page": 0.9371422376632691,
   "Personal Blog": 0.9637664785385132,
   "User Reviews": 0.9604384603500367
  },
  "0.05": {
   "Academic Writing": 0.9994967925548554,
   "Creative Writing": 0.999563969373703,
   "Knowledge Article": 0.9463144671916961,
   "News Article": 0.9944453680515289,
   "Nonfiction Writing": 0.8933786427974701,
   "Personal About Page": 0.9992063510417939,
   "Personal Blog": 0.9993082511425019,
   "User Reviews": 0.999339975118637
  }
 }
}