{"schema":"https://pith.science/schemas/pith-integrity/v1.json","pith_number":"2605.12261","arxiv_id":"2605.12261","integrity":{"available":true,"endpoint":"/pith/2605.12261/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":"2026-05-20T14:01:25.493063Z","findings_count":0},{"name":"doi_compliance","version":"1.0.0","status":"completed","ran_at":"2026-05-20T10:17:18.199597Z","findings_count":1},{"name":"claim_evidence","version":"1.0.0","status":"completed","ran_at":"2026-05-19T22:41:58.333665Z","findings_count":0},{"name":"ai_meta_artifact","version":"1.0.0","status":"completed","ran_at":"2026-05-19T10:40:44.123831Z","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 (10.1016/j.neunet.2025.108275.URL) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1016/j.neunet.2025.108275.URL","detected_arxiv_id":null,"ref_index":14,"audited_at":"2026-05-19T07:46:26.387349Z"}],"snapshot_sha256":"dea8f2ede9f2e874a3885804d6a831b6bb17c7aa7a95b35ede5f2a1064d17ffd"},"events":[{"event_id":339,"event_type":"pith.integrity.v1","payload_sha256":"7805ceb5d4dfe67274e601aff0fdc99ac2d1090a5ef233d09c6bdc6e3c813e3f","signature_b64":"LZwhDtnjaPgJRUJFNA9TIZrIZA8mG+6YmviXbOo61wvPVTOKI2jSVgq5jx2JDsm+/3c+qQzH2lcgaxeKgR+kBw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T07:46:55.086488+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1016/j.neunet.2025.108275.URL) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"C. Zhao, D. Shi, M. Wang, J. Xia, H. Yang, S. Jin, S. Yang, C. Qiu, D3hrl: A distributed hierarchical reinforcement learning approach based on causal discovery and spurious correlation detection, Neural Networks 195 (2026) 108275. doi:https","arxiv_id":"2605.12261","detector":"doi_compliance","evidence":{"ref_index":14,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"C. Zhao, D. Shi, M. Wang, J. Xia, H. Yang, S. Jin, S. Yang, C. Qiu, D3hrl: A distributed hierarchical reinforcement learning approach based on causal discovery and spurious correlation detection, Neural Networks 195 (2026) 108275. doi:https","reconstructed_doi":"10.1016/j.neunet.2025.108275.URL"},"severity":"advisory","ref_index":14,"audited_at":"2026-05-19T07:46:26.387349Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.neunet.2025.108275.URL","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"0f5c5f07048b69fb3d4b87d08272636b0bdde52a97b63b0fb6eb4ee463e54a0c","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}}],"endpoint_self":"/pith/2605.12261/integrity.json","protocol_url":"https://pith.science/pith-integrity-protocol"}