{"schema":"https://pith.science/schemas/pith-integrity/v1.json","pith_number":"2608.05054","arxiv_id":"2608.05054","integrity":{"available":true,"endpoint":"/pith/2608.05054/integrity.json","summary":{"critical":0,"advisory":1,"informational":0,"by_detector":{"doi_compliance":{"total":1,"critical":0,"advisory":1,"informational":0}}},"clean":false,"detectors_run":[{"name":"doi_title_agreement","version":"1.0.0","status":"completed","ran_at":"2026-08-07T10:38:30.563416Z","findings_count":0},{"name":"doi_compliance","version":"1.1.0","status":"completed","ran_at":"2026-08-07T10:38:09.654163Z","findings_count":1},{"name":"claim_evidence","version":"1.0.0","status":"completed","ran_at":"2026-08-07T02:48:04.751574Z","findings_count":0},{"name":"external_links","version":"1.0.0","status":"completed","ran_at":"2026-08-06T15:09:28.994050Z","findings_count":0},{"name":"shingle_duplication","version":"0.1.0","status":"skipped","ran_at":"2026-08-06T07:08:17.087248Z","findings_count":0},{"name":"citation_quote_validity","version":"0.1.0","status":"skipped","ran_at":"2026-08-06T05:08:34.327978Z","findings_count":0},{"name":"cited_work_retraction","version":"1.0.0","status":"completed","ran_at":"2026-08-06T03:38:11.831685Z","findings_count":0},{"name":"ai_meta_artifact","version":"1.0.0","status":"skipped","ran_at":"2026-08-06T02:08:52.985478Z","findings_count":0}],"findings":[{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1038/s41586-024-08252-9) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1038/s41586-024-08252-9","detected_arxiv_id":null,"ref_index":8,"audited_at":"2026-08-06T10:28:09.113030Z"}],"snapshot_sha256":"8c87e92c287b521565040cdf395f21b03712449200e5e006f87b08acd897f201"},"events":[{"event_id":18260,"event_type":"pith.integrity.v1","payload_sha256":"3e9a80274a7532a71d55faa79d7d68cd32fc85bed5cf6604eee28d7a3ac361c8","signature_b64":"02rjUEsB8wfZG8J2Z92dXtuwz6jRcF2SkpqYWNnrs2wGSaZd2DK3NPUwDWQe0xtsA6GtYqWTI1rM3Dcf1EbQDg==","signing_key_id":"pith-v1-2026-05","created_at":"2026-08-06T10:28:34.504099+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1038/s41586-024-08252-9) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Probabilistic weather forecasting with machine learning. Nature 637, 84–90. https://doi.org/10.1038/s41586-024- 08252-9 Richardson, M.I., Toigo, A.D., Newman, C.E.,","arxiv_id":"2608.05054","detector":"doi_compliance","evidence":{"ref_index":8,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1038/s41586-024-","reconstructed_doi":"10.1038/s41586-024-08252-9"},"severity":"advisory","ref_index":8,"audited_at":"2026-08-06T10:28:09.113030Z","event_type":"pith.integrity.v1","detected_doi":"10.1038/s41586-024-08252-9","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"2451eeda5771022aa77e8fd091c10a64f22f182b274c6b0d4b798346f7018acf","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}}],"endpoint_self":"/pith/2608.05054/integrity.json","protocol_url":"https://pith.science/pith-integrity-protocol"}