{"schema":"https://pith.science/schemas/pith-integrity/v1.json","pith_number":"2605.11033","arxiv_id":"2605.11033","integrity":{"available":true,"endpoint":"/pith/2605.11033/integrity.json","summary":{"critical":2,"advisory":2,"informational":0,"by_detector":{"doi_compliance":{"total":4,"critical":2,"advisory":2,"informational":0}}},"clean":false,"detectors_run":[{"name":"claim_evidence","version":"1.0.0","status":"completed","ran_at":"2026-05-20T07:02:01.371585Z","findings_count":0},{"name":"ai_meta_artifact","version":"1.0.0","status":"completed","ran_at":"2026-05-19T16:35:20.030206Z","findings_count":0},{"name":"doi_title_agreement","version":"1.0.0","status":"completed","ran_at":"2026-05-19T12:31:17.693652Z","findings_count":0},{"name":"doi_compliance","version":"1.0.0","status":"completed","ran_at":"2026-05-19T09:54:47.776841Z","findings_count":4}],"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 (10.1371/journal.pcbi.1002360.URL) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1371/journal.pcbi.1002360.URL","detected_arxiv_id":null,"ref_index":20,"audited_at":"2026-05-19T09:54:47.776841Z"},{"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 (10.1109/TPWRS.2004.825981.URL) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1109/TPWRS.2004.825981.URL","detected_arxiv_id":null,"ref_index":12,"audited_at":"2026-05-19T09:54:47.776841Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1016/j.softx.2024.101' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.","detected_doi":"10.1016/j.softx.2024.101","detected_arxiv_id":null,"ref_index":2,"audited_at":"2026-05-19T09:54:47.776841Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.5555/3295222.3295241' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.","detected_doi":"10.5555/3295222.3295241","detected_arxiv_id":null,"ref_index":34,"audited_at":"2026-05-19T09:54:47.776841Z"}],"snapshot_sha256":"25cbfefb72a1ef5cb1df33ceff39107793f201b1e62906eef8c32bd757375e05"},"events":[{"event_id":722,"event_type":"pith.integrity.v1","payload_sha256":"002df804fd4fd52dce5a2c072d639087dc54ff290a35187d2571ed5b7315213e","signature_b64":"6qAmsr5X9Ia/H3DJYGaNsM17DkKBh/r+1mDIXUF3TNK0khMqcmsRfPMayStALNDUqDg6QFQLbbQgmEB4Q7LFAw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T09:56:58.452227+00:00","payload":{"note":"Identifier '10.5555/3295222.3295241' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.","snippet":"Yonatan Geifman and Ran El-Yaniv. Selective classification for deep neural networks.Advances in Neural Information Processing Systems, 2017. doi: /10.5555/3295222.3295241","arxiv_id":"2605.11033","detector":"doi_compliance","evidence":{"doi":"10.5555/3295222.3295241","arxiv_id":null,"ref_index":34,"raw_excerpt":"Yonatan Geifman and Ran El-Yaniv. Selective classification for deep neural networks.Advances in Neural Information Processing Systems, 2017. doi: /10.5555/3295222.3295241","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":34,"audited_at":"2026-05-19T09:54:47.776841Z","event_type":"pith.integrity.v1","detected_doi":"10.5555/3295222.3295241","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"dc6b1f70b9a0e9e721b8a3655a51a249af79c739c7e3f77f02b687480e0670d7","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":721,"event_type":"pith.integrity.v1","payload_sha256":"f619cb9966884476891fd7480e17011c31a6b133cee3e181392d10324c36bebb","signature_b64":"OalTEjI21oNdE2hY/2FArrAAHHm/CBhL0nL63Y87Mr3CSChSEbZSobtxLZJIQq02prj99HsTQ0FZt7+RODAiCw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T09:56:58.450795+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1371/journal.pcbi.1002360.URL) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Steven J. Lade and Thilo Gross. Early warning signals for critical transitions: A generalized mod- eling approach.PLOS Computational Biology, 8 (2):e1002360, 2012. doi: 10.1371/journal.pcbi.1 002360. URL https://doi.org/10.1371/jour nal.pcb","arxiv_id":"2605.11033","detector":"doi_compliance","evidence":{"ref_index":20,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Steven J. Lade and Thilo Gross. Early warning signals for critical transitions: A generalized mod- eling approach.PLOS Computational Biology, 8 (2):e1002360, 2012. doi: 10.1371/journal.pcbi.1 002360. URL https://doi.org/10.1371/jour nal.pcb","reconstructed_doi":"10.1371/journal.pcbi.1002360.URL"},"severity":"advisory","ref_index":20,"audited_at":"2026-05-19T09:54:47.776841Z","event_type":"pith.integrity.v1","detected_doi":"10.1371/journal.pcbi.1002360.URL","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"d9218a420188594a601b829d5ebf84fcc774d9810eec7d7bbff81017fb55c861","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":720,"event_type":"pith.integrity.v1","payload_sha256":"b0fb4501ffedad8fab87397b342af385e2d02365d70690e533f11a75b8d79177","signature_b64":"wHWPL5DxQBhXl5pMG8mViRhjKT4dqf5dTOeBQTRXAeiQePTCb6mTBlXtG9pCB65Fwx78vL1M6kl+1O4c+3BeCA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T09:56:58.449484+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1109/TPWRS.2004.825981.URL) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Prabha Kundur, John Paserba, Venkat Ajjarapu, Göran Andersson, et al. Definition and classifi- cation of power system stability: IEEE/CIGRE joint task force on stability terms and defini- tions.IEEE Transactions on Power Systems, 19 (3):138","arxiv_id":"2605.11033","detector":"doi_compliance","evidence":{"ref_index":12,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Prabha Kundur, John Paserba, Venkat Ajjarapu, Göran Andersson, et al. Definition and classifi- cation of power system stability: IEEE/CIGRE joint task force on stability terms and defini- tions.IEEE Transactions on Power Systems, 19 (3):138","reconstructed_doi":"10.1109/TPWRS.2004.825981.URL"},"severity":"advisory","ref_index":12,"audited_at":"2026-05-19T09:54:47.776841Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/TPWRS.2004.825981.URL","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"388d7f67103a97fb44819595bd8e828d3e0706a8c6a434107d1d78f6a8675695","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":719,"event_type":"pith.integrity.v1","payload_sha256":"cce505fcaa6da88e6ebe9957ad7873356cf66f05e72162f6239c7ebed0c8b322","signature_b64":"0lo7gAlfoMDqae0EbVIlVa/aVOh1j00B/lxS1bPvYEKl2MdOg95RsPhAdyCfDEuX07Gla1yEWRCyB8OIQz1PBA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T09:56:58.448215+00:00","payload":{"note":"Identifier '10.1016/j.softx.2024.101' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.","snippet":"Samuel Jackson, Saiful Khan, Nathan Cummings, James Hodson, et al. FAIR-MAST: A fusion device data management system.SoftwareX, 27 (5):101869, 2024. doi: 10.1016/j.softx.2024.101","arxiv_id":"2605.11033","detector":"doi_compliance","evidence":{"doi":"10.1016/j.softx.2024.101","arxiv_id":null,"ref_index":2,"raw_excerpt":"Samuel Jackson, Saiful Khan, Nathan Cummings, James Hodson, et al. FAIR-MAST: A fusion device data management system.SoftwareX, 27 (5):101869, 2024. doi: 10.1016/j.softx.2024.101","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":2,"audited_at":"2026-05-19T09:54:47.776841Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.softx.2024.101","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"aab4bfcb0da4d5efd263d421ab1b5d2ba3b64c7334db9c1e154f1ecc6881dbcc","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}}],"endpoint_self":"/pith/2605.11033/integrity.json","protocol_url":"https://pith.science/pith-integrity-protocol"}