{
 "model": "rishanthrajendhran/IdeaLens-Qwen3.5-9B",
 "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
  }
 },
 "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": 0.003707252675667405,
  "0.005": 0.01640303246676922,
  "0.01": 0.05184546858072281,
  "0.02": 0.2267836481332779,
  "0.05": 0.7988152503967285
 },
 "per_format": {
  "0.005": {
   "Academic Writing": 0.04727219890058042,
   "Creative Writing": 0.05972421388328075,
   "Knowledge Article": 0.014190074428915978,
   "News Article": 0.012068823006004096,
   "Nonfiction Writing": 0.010581116750836372,
   "Personal About Page": 0.03719500859081746,
   "Personal Blog": 0.02435279144346715,
   "User Reviews": 0.021802632786333563
  },
  "0.01": {
   "Academic Writing": 0.23735628205537798,
   "Creative Writing": 0.2676600256562234,
   "Knowledge Article": 0.030818174287676813,
   "News Article": 0.03978466540575028,
   "Nonfiction Writing": 0.023090352326631546,
   "Personal About Page": 0.10573142915964126,
   "Personal Blog": 0.11597977429628377,
   "User Reviews": 0.12762535995244983
  },
  "0.02": {
   "Academic Writing": 0.612546198964119,
   "Creative Writing": 0.5307195731401444,
   "Knowledge Article": 0.0978253766298294,
   "News Article": 0.15687383711338043,
   "Nonfiction Writing": 0.08272563797235491,
   "Personal About Page": 0.33573210537433623,
   "Personal Blog": 0.4521883040666581,
   "User Reviews": 0.42347626316547393
  },
  "0.05": {
   "Academic Writing": 0.9170403957366944,
   "Creative Writing": 0.8519057559967042,
   "Knowledge Article": 0.5394924020767213,
   "News Article": 0.7145081496238709,
   "Nonfiction Writing": 0.49812899351119994,
   "Personal About Page": 0.8100331258773804,
   "Personal Blog": 0.8474562239646912,
   "User Reviews": 0.8452128887176513
  }
 }
}