{
 "id": "Metavolve-Labs/supervision-tradeoff",
 "owner": "Metavolve-Labs",
 "name": "supervision-tradeoff",
 "downloads": 438,
 "likes": 0,
 "last_modified": "2026-05-13T17:09:31.000Z",
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 "file_licence": "apache-2.0",
 "licence_files": [
  "LICENSE-CODE",
  "LICENSE-DATA"
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 "sources": [],
 "gated": false,
 "tasks": [
  "text-generation",
  "question-answering",
  "text-classification",
  "other"
 ],
 "citation": "@misc{macpherson2026supervisiontradeoff,\n  title  = {The Supervision Tradeoff: Format Scaffolds, Judgment Pleasing, and Anti-Calibration in Post-Training},\n  author = {MacPherson, Tad},\n  year   = {2026},\n  doi    = {10.5281/zenodo.19748277},\n  url    = {https://doi.org/10.5281/zenodo.19748277},\n  note   = {Metavolve Labs}\n}",
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}