{"as_of":"2026-07-19T09:33:00Z","canonical_paper_id":"2209.15154","canonical_url":"https://pith.science/paper/2209.15154/integrity","context_digest":"sha256:a8431b51e88d798d7e3b72de27b56f47efe288f7e14cf134fd9594ef51d156ca","coverage_summary":[],"findings":[],"findings_empty_copy":"No checks are listed for this paper yet.","findings_observation_state":"no_listed_checks","links":{"arxiv":"https://arxiv.org/abs/2209.15154","bundle_json":"/pith/6B7T7PR3BQLRDHF3PU4WGFFSDV/bundle.json","citation_record":"/paper/2209.15154/citation-record","evidence":"/evidence","html":"/paper/2209.15154/integrity","integrity_json":"/paper/2209.15154/integrity.json","json":"/paper/2209.15154/integrity.json","legacy_integrity_json":"/pith/2209.15154/integrity.json","paper":"/paper/2209.15154","reference_changes":"/flags?citing=2209.15154"},"paper":{"arxiv_id":"2209.15154","latest_version":3,"primary_cat":"cs.LG","title":"Variable-Based Calibration for Machine Learning Classifiers"},"pith_number":"pith:2022:6B7T7PR3BQLRDHF3PU4WGFFSDV","pith_short":"6B7T7PR3BQLRDHF3PU4WGFFSDV","record":{"arxiv_id":"2209.15154","claim":"As of an unrecorded date, Pith completed 0 of 0 listed checks against arXiv:2209.15154. No listed check completed, so this record makes no findings claim.","counts":{"completed":0,"failed":0,"listed":0,"not_collected":0,"not_requested":0,"partial":0,"public_findings_from_completed":0,"skipped":0,"unavailable":0,"withheld":0},"coverage":[],"observed_at":null,"refusal":"This is a record of named checks, not a clean-status claim or a paper verdict.","schema":"pith.integrity.v1"},"schema":"pith.paper-integrity-record.v1","species":"LEDGER"}