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A longer candidate (10.1038/s41562-024-02024-1) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1038/s41562-024-02024-1","detected_arxiv_id":null,"ref_index":57,"audited_at":"2026-08-01T18:19:20.692767Z"},{"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 (10.1007/3-540-45014-9_1) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1007/3-540-45014-9_1","detected_arxiv_id":null,"ref_index":17,"audited_at":"2026-08-01T18:19:20.692767Z"},{"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 (10.1007/s10618-019-00638-y) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1007/s10618-019-00638-y","detected_arxiv_id":null,"ref_index":34,"audited_at":"2026-08-01T18:19:20.692767Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1006/inco.1994.1009 resolves to 'The Weighted Majority Algorithm'. A reader following the printed text alone cannot reach it.","detected_doi":"10.1006/inco.1994.1009","detected_arxiv_id":null,"ref_index":36,"audited_at":"2026-08-01T18:19:20.692767Z"},{"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 (10.18653/v1/2024.eacl-long.5) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.18653/v1/2024.eacl-long.5","detected_arxiv_id":null,"ref_index":2,"audited_at":"2026-08-01T18:19:20.692767Z"},{"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 (10.1007/978-3-642-12127-2_13) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1007/978-3-642-12127-2_13","detected_arxiv_id":null,"ref_index":8,"audited_at":"2026-08-01T18:19:20.692767Z"},{"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 (10.1007/bf00125672) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1007/bf00125672","detected_arxiv_id":null,"ref_index":23,"audited_at":"2026-08-01T18:19:20.692767Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1017/s026988899' 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":"10.1017/s026988899","detected_arxiv_id":null,"ref_index":51,"audited_at":"2026-08-01T18:19:20.692767Z"}],"snapshot_sha256":"f3a50e2b436656920a9cdd3edb120e1e48557247b77d3328377649ef618f7b9f"},"events":[{"event_id":16378,"event_type":"pith.integrity.v1","payload_sha256":"a5cbde2bcc8dcd4e9062f412f0b74393e9e2b4220c5291e9ed9857f487743e1f","signature_b64":"lP4dz5ipECRE57UnRv6AASjqSeGLDevOw7cjODyLcyzy4q7z1UTOrO8+gK5oirex+LmhWXH485PkceVhLOvzAQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-08-01T18:23:35.583334+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1038/s41562-024-02024-1) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Michelle Vaccaro, Abdullah Almaatouq, and Thomas W. Malone. 2024. 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The cited work could not be located through any authoritative source.","snippet":"Amanda J. C. Sharkey and Noel E. Sharkey. 1997. Combining diverse neural nets. The Knowledge Engineering Review12, 3 (1997), 231–247. doi:10.1017/s026988899 Junade Ali 7003123","arxiv_id":"2607.17384","detector":"doi_compliance","evidence":{"doi":"10.1017/s026988899","arxiv_id":null,"ref_index":51,"raw_excerpt":"Amanda J. C. Sharkey and Noel E. Sharkey. 1997. Combining diverse neural nets. The Knowledge Engineering Review12, 3 (1997), 231–247. doi:10.1017/s026988899 Junade Ali 7003123","parse_status":"well_formed","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"],"resolution_status":"hard_miss"},"severity":"critical","ref_index":51,"audited_at":"2026-08-01T18:19:20.692767Z","event_type":"pith.integrity.v1","detected_doi":"10.1017/s026988899","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"b9453dace4d285aa17ce6523df9dc796b15c6e49ab6a0251f58f14924ba1c62f","paper_version":2,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":16376,"event_type":"pith.integrity.v1","payload_sha256":"0f98dab440678336cdba4f1992134ce14899c94e7903485eddef9b5e2120feee","signature_b64":"ufn8d+/Yj8+6CvR8xBAcBSJUOJQrvJAioEO3Ph7Tk2vJR0vLEWhkk05X9uiSRuxMFjA8mG+/wfi+2MfaJSS7DA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-08-01T18:23:35.130675+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1007/s10618-019-00638-y) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"James Large, Jason Lines, and Anthony Bagnall. 2019. A probabilistic classifier ensemble weighting scheme based on cross-validated accuracy estimates.Data Mining and Knowledge Discovery33, 6 (2019), 1674–1709. doi:10.1007/s10618- 019-00638-","arxiv_id":"2607.17384","detector":"doi_compliance","evidence":{"ref_index":34,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1007/s10618-","reconstructed_doi":"10.1007/s10618-019-00638-y"},"severity":"advisory","ref_index":34,"audited_at":"2026-08-01T18:19:20.692767Z","event_type":"pith.integrity.v1","detected_doi":"10.1007/s10618-019-00638-y","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"ff96afdd00ab57492f83f691c6afd17f01748af3e125efec1849eef73a5472e1","paper_version":2,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":16375,"event_type":"pith.integrity.v1","payload_sha256":"017bd99e2c91756c5db73de704509d0e66b86e1a9999b0dff8dc309813db6d24","signature_b64":"tENHGPHE+gIT1nuYjbqgpsr3iGHuppNJeT+v660OeRokNWWGY+xlilqJi74h+3pcvpJLRBq2il7bNreL0NbcDA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-08-01T18:23:34.922630+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1007/bf00125672) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Bernard Grofman, Guillermo Owen, and Scott L. Feld. 1983. Thirteen theorems in search of the truth.Theory and Decision15, 3 (1983), 261–278. doi:10.1007/bf 00125672","arxiv_id":"2607.17384","detector":"doi_compliance","evidence":{"ref_index":23,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1007/bf","reconstructed_doi":"10.1007/bf00125672"},"severity":"advisory","ref_index":23,"audited_at":"2026-08-01T18:19:20.692767Z","event_type":"pith.integrity.v1","detected_doi":"10.1007/bf00125672","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"25b34c9e37ad84ceee20bf120781bc1955d810172295b22270334e796fe56711","paper_version":2,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":16374,"event_type":"pith.integrity.v1","payload_sha256":"eec5a16715ec4fed201af6811eee27d36d8de2f5d005a91e8a34e03334ba3264","signature_b64":"+s944R9u/zfQIihLN+xWEs1H2wd/8AwKhNHwYZMHfCFv2zh4QpP3JN0mbgmr2l4WlkJSPeb3oYF89BIYEvgZBQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-08-01T18:23:34.714653+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1007/3-540-45014-9_1) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Thomas G. Dietterich. 2000. Ensemble Methods in Machine Learning. InPro- ceedings of the First International Workshop on Multiple Classifier Systems (MCS) (Lecture Notes in Computer Science, Vol. 1857). 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A longer candidate (10.1007/978-3-642-12127-2_13) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Gavin Brown and Ludmila I. Kuncheva. 2010. “Good” and “Bad” Diversity in Majority Vote Ensembles. InMultiple Classifier Systems (MCS) (Lecture Notes in Computer Science, Vol. 5997). Springer, Cairo, Egypt, 124–133. doi:10.1007/978-3- 642-12","arxiv_id":"2607.17384","detector":"doi_compliance","evidence":{"ref_index":8,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1007/978-3-","reconstructed_doi":"10.1007/978-3-642-12127-2_13"},"severity":"advisory","ref_index":8,"audited_at":"2026-08-01T18:19:20.692767Z","event_type":"pith.integrity.v1","detected_doi":"10.1007/978-3-642-12127-2_13","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"4d2098c04b308086201cc6124c41603d2d0cf90ac72218b443d542fbf656eef8","paper_version":2,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":16372,"event_type":"pith.integrity.v1","payload_sha256":"d0e70969dc107e3bc6863bfe97888c6fd0714df01d997559d67ebec87c75ec6c","signature_b64":"+G6y0CqJWrhRgqOh459Y4+IObmosZUy04BOwNsFq5GO+fKSD9JjAVvPJg4gcxPYhLni8RfFUc+D/tvSR700dCQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-08-01T18:23:34.256426+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.18653/v1/2024.eacl-long.5) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Simone Balloccu, Patrícia Schmidtová, Mateusz Lango, and Ondřej Dušek. 2024. Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed- Source LLMs. InProceedings of the 18th Conference of the European Chapter of the Ass","arxiv_id":"2607.17384","detector":"doi_compliance","evidence":{"ref_index":2,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.18653/v1/2024.eacl-","reconstructed_doi":"10.18653/v1/2024.eacl-long.5"},"severity":"advisory","ref_index":2,"audited_at":"2026-08-01T18:19:20.692767Z","event_type":"pith.integrity.v1","detected_doi":"10.18653/v1/2024.eacl-long.5","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"6a5717e94375da31b77b4010432a85f0ac511d1640813832e7a77eba34cc1afc","paper_version":2,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":16371,"event_type":"pith.integrity.v1","payload_sha256":"6cdaee150bd18e88947b486131b6a8df72d71466f79a3f94041f1ce07df5fcbc","signature_b64":"okp5ZQdKRE7uimjU9f4VaAfaGrQCBw7G5+jkE7Skd5QR05GsBkXusIegOUkaqXU7Z3X/sHD+cWBjwPwZQRheAw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-08-01T18:23:34.037720+00:00","payload":{"note":"DOI is split by whitespace or line breaks in the printed bibliography. 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The Weighted Majority Algo- rithm.Information and Computation108, 2 (1994), 212–261. doi:10.1006/inco.199 4.1009","arxiv_id":"2607.17384","detector":"doi_compliance","evidence":{"ref_index":36,"verdict_class":"incontrovertible","resolved_title":"The Weighted Majority Algorithm","printed_excerpt":"10.1006/inco.199","reconstructed_doi":"10.1006/inco.1994.1009"},"severity":"advisory","ref_index":36,"audited_at":"2026-08-01T18:19:20.692767Z","event_type":"pith.integrity.v1","detected_doi":"10.1006/inco.1994.1009","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"0ee696b246c6e0c934c0c0e6d8a061f0487e73b9d2ae9d9a6026635bc32dfccb","paper_version":2,"verdict_class":"incontrovertible","resolved_title":"The Weighted Majority Algorithm","detector_version":"1.1.0","detected_arxiv_id":null}}],"endpoint_self":"/pith/2607.17384/integrity.json","protocol_url":"https://pith.science/pith-integrity-protocol"}