{"schema":"https://pith.science/schemas/pith-integrity/v1.json","pith_number":"2607.03870","arxiv_id":"2607.03870","integrity":{"available":true,"endpoint":"/pith/2607.03870/integrity.json","summary":{"critical":1,"advisory":4,"informational":0,"by_detector":{"doi_compliance":{"total":5,"critical":1,"advisory":4,"informational":0}}},"clean":false,"detectors_run":[{"name":"ai_meta_artifact","version":"1.0.0","status":"completed","ran_at":"2026-07-16T17:57:55.278219Z","findings_count":0},{"name":"doi_title_agreement","version":"1.0.0","status":"completed","ran_at":"2026-07-14T23:32:40.526304Z","findings_count":0},{"name":"doi_compliance","version":"1.0.0","status":"completed","ran_at":"2026-07-13T23:46:35.299291Z","findings_count":5},{"name":"claim_evidence","version":"1.0.0","status":"completed","ran_at":"2026-07-13T17:24:00.041212Z","findings_count":0},{"name":"cited_work_retraction","version":"1.0.0","status":"completed","ran_at":"2026-07-12T18:20:06.559984Z","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 (10.1109/TEC.1957.5222035.URL) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1109/TEC.1957.5222035.URL","detected_arxiv_id":null,"ref_index":5,"audited_at":"2026-07-11T23:27:07.585795Z"},{"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/V1/2023.EMNLP-MAIN.557.URL) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.18653/V1/2023.EMNLP-MAIN.557.URL","detected_arxiv_id":null,"ref_index":13,"audited_at":"2026-07-11T23:27:07.585795Z"},{"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 (10.1162/tacl_a_00737.Wang) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1162/tacl_a_00737.Wang","detected_arxiv_id":null,"ref_index":15,"audited_at":"2026-07-11T23:27:07.585795Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1609/aaai.v34i05' 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":"10.1609/aaai.v34i05","detected_arxiv_id":null,"ref_index":2,"audited_at":"2026-07-11T23:27:07.585795Z"},{"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 (10.1609/aaai.v34i05.6239.Bl¨obaum) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1609/aaai.v34i05.6239.Bl¨obaum","detected_arxiv_id":null,"ref_index":3,"audited_at":"2026-07-11T23:27:07.585795Z"}],"snapshot_sha256":"9f7571a24789127ec37834954b418ced988a20cfbe4d52369ffb99682ccef8d0"},"events":[{"event_id":12343,"event_type":"pith.integrity.v1","payload_sha256":"fd272e88f3cf06c38ede61bfe46f37c3b9a4ebd0d2452e5b98928634cf4c82e9","signature_b64":"+7yrUmsLdm2FbHw7dYhB56FZCql01oT0M45qNQ/W5ITnQ3rhE80dTJfV5jMFEsu/8acqTShuepRC5Brpovn0Dw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-11T23:31:48.879537+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1162/tacl_a_00737.Wang) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"URL https://api.semanticscholar. org/CorpusID:235899031. Vashurin, R., Fadeeva, E., Vazhentsev, A., Rvanova, L., Vasilev, D., Tsvigun, A., Petrakov, S., Xing, R., Sadal- lah, A. B., Grishchenkov, K., Panchenko, A., Baldwin, T., Nakov, P., P","arxiv_id":"2607.03870","detector":"doi_compliance","evidence":{"ref_index":15,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"URL https://api.semanticscholar. org/CorpusID:235899031. Vashurin, R., Fadeeva, E., Vazhentsev, A., Rvanova, L., Vasilev, D., Tsvigun, A., Petrakov, S., Xing, R., Sadal- lah, A. B., Grishchenkov, K., Panchenko, A., Baldwin, T., Nakov, P., P","reconstructed_doi":"10.1162/tacl_a_00737.Wang"},"severity":"advisory","ref_index":15,"audited_at":"2026-07-11T23:27:07.585795Z","event_type":"pith.integrity.v1","detected_doi":"10.1162/tacl_a_00737.Wang","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"5cbdcec7e80150d9a90362ed1476c7c76e925851a9506759b02fdce2c708eaa5","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":12342,"event_type":"pith.integrity.v1","payload_sha256":"8c643830214e1210d516dc75c5819d533f3b7ef3e3fa6ced9c475d722d227b6d","signature_b64":"Nwb+l6wkitMHzMCNJ5w/he4BhTneC/iZwqTnR5e25q6IlKF8x49jVfyCKIWhFspkQAZfm1vSD+dStnIP4kjiDw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-11T23:31:48.872967+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.18653/V1/2023.EMNLP-MAIN.557.URL) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"URL https://openreview.net/forum? id=jN5y-zb5Q7m. Manakul, P., Liusie, A., and Gales, M. J. F. Selfcheck- gpt: Zero-resource black-box hallucination detection for generative large language models. In Bouamor, H., Pino, J., and Bali, K. (eds","arxiv_id":"2607.03870","detector":"doi_compliance","evidence":{"ref_index":13,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"URL https://openreview.net/forum? id=jN5y-zb5Q7m. Manakul, P., Liusie, A., and Gales, M. J. F. Selfcheck- gpt: Zero-resource black-box hallucination detection for generative large language models. In Bouamor, H., Pino, J., and Bali, K. (eds","reconstructed_doi":"10.18653/V1/2023.EMNLP-MAIN.557.URL"},"severity":"advisory","ref_index":13,"audited_at":"2026-07-11T23:27:07.585795Z","event_type":"pith.integrity.v1","detected_doi":"10.18653/V1/2023.EMNLP-MAIN.557.URL","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"a4885f57ec492593de47855db5842977f5d59ea780ac5924148b7f2daf53af6a","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":12341,"event_type":"pith.integrity.v1","payload_sha256":"50910eb2fdf6114a92a968a8089fdeeaf6ec7325ae2868ea03755df8ba719279","signature_b64":"zm57CVHPDq3ohtR77DYRa8Ayu4/+s9E2l2LV5hnAUuM4xTyI2OEYrXcjRO/v8noy9Il1YWZy+BzCQRjMHlOQAw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-11T23:31:48.867397+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1109/TEC.1957.5222035.URL) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"URL https://api.semanticscholar. org/CorpusID:85528548. Chow, C. K. An optimum character recognition system using decision functions.IRE Trans. Electron. Com- put., 6(4):247–254, 1957. doi: 10.1109/TEC.1957. 5222035. URL https://doi.org/10.","arxiv_id":"2607.03870","detector":"doi_compliance","evidence":{"ref_index":5,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"URL https://api.semanticscholar. org/CorpusID:85528548. Chow, C. K. An optimum character recognition system using decision functions.IRE Trans. Electron. Com- put., 6(4):247–254, 1957. doi: 10.1109/TEC.1957. 5222035. URL https://doi.org/10.","reconstructed_doi":"10.1109/TEC.1957.5222035.URL"},"severity":"advisory","ref_index":5,"audited_at":"2026-07-11T23:27:07.585795Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/TEC.1957.5222035.URL","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"c83056632cbd05eb77e6bcf4de62726d6b0fdb6d72dd3feee024b100409eb8b5","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":12340,"event_type":"pith.integrity.v1","payload_sha256":"e9940d990d7cf332031b852002265174a51c64d31e26216bc5bc5b54c1d454cc","signature_b64":"qsdRG+VgHG6U9u6tGBnvmgHgZlcgt57jopJ97uCeK4jxZ4QmTRUnPw8Y+Y3iuc4Fm3/XLCk+hyDUl3emjh+8BA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-11T23:31:48.861481+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1609/aaai.v34i05.6239.Bl¨obaum) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"URL https://doi.org/10.1609/aaai. v34i05.6239. Bl¨obaum, P., G ¨otz, P., Budhathoki, K., Mastakouri, A. A., and Janzing, D. Dowhy-gcm: An extension of dowhy for causal inference in graphical causal mod- els.Journal of Machine Learning Resea","arxiv_id":"2607.03870","detector":"doi_compliance","evidence":{"ref_index":3,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"URL https://doi.org/10.1609/aaai. v34i05.6239. Bl¨obaum, P., G ¨otz, P., Budhathoki, K., Mastakouri, A. A., and Janzing, D. Dowhy-gcm: An extension of dowhy for causal inference in graphical causal mod- els.Journal of Machine Learning Resea","reconstructed_doi":"10.1609/aaai.v34i05.6239.Bl¨obaum"},"severity":"advisory","ref_index":3,"audited_at":"2026-07-11T23:27:07.585795Z","event_type":"pith.integrity.v1","detected_doi":"10.1609/aaai.v34i05.6239.Bl¨obaum","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"1de3f1cb1fd943b519862da905707fa5cebec559b02f5452d1d2710558de7cfa","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":12339,"event_type":"pith.integrity.v1","payload_sha256":"3b2cdbc38677816f448623eb952f607e01f6becab44e4cd98cfce3b2083a16c8","signature_b64":"LseFYRr9TD5jMklZabdzyVIjj5t5s9F/Znwm+dWuKYSTzoQqidRoAtwD1zXAQQl/NJC6x2TWmGba9S+bMP6rDg==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-11T23:31:48.855536+00:00","payload":{"note":"Identifier '10.1609/aaai.v34i05' 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":"AAAI Press, 2020. doi: 10.1609/AAAI.V34I05","arxiv_id":"2607.03870","detector":"doi_compliance","evidence":{"doi":"10.1609/aaai.v34i05","arxiv_id":null,"ref_index":2,"raw_excerpt":"AAAI Press, 2020. doi: 10.1609/AAAI.V34I05","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":2,"audited_at":"2026-07-11T23:27:07.585795Z","event_type":"pith.integrity.v1","detected_doi":"10.1609/aaai.v34i05","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"fac4cf58b20c1db22eef41b459dc0ac15a8efbdd34cd8a01211dba6f164445b9","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}}],"endpoint_self":"/pith/2607.03870/integrity.json","protocol_url":"https://pith.science/pith-integrity-protocol"}