{"schema":"https://pith.science/schemas/pith-integrity/v1.json","pith_number":"2605.00639","arxiv_id":"2605.00639","integrity":{"available":true,"endpoint":"/pith/2605.00639/integrity.json","summary":{"critical":20,"advisory":7,"informational":0,"by_detector":{"doi_compliance":{"total":27,"critical":20,"advisory":7,"informational":0}}},"clean":false,"detectors_run":[{"name":"ai_meta_artifact","version":"1.0.0","status":"completed","ran_at":"2026-05-20T19:38:14.762677Z","findings_count":0},{"name":"doi_compliance","version":"1.0.0","status":"completed","ran_at":"2026-05-19T17:57:34.279112Z","findings_count":27}],"findings":[{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1038/s41524-024-01326-2(2024' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. 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The cited work could not be located through any authoritative source.","detected_doi":"10.1007/s10462-023-10448-w(2023","detected_arxiv_id":null,"ref_index":22,"audited_at":"2026-05-19T17:57:34.279112Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1021/acs.chemrev.4c00055(2024' 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":"10.1021/acs.chemrev.4c00055(2024","detected_arxiv_id":null,"ref_index":1,"audited_at":"2026-05-19T17:57:34.279112Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1016/j.matt.2021.06.036(2021' 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.matt.2021.06.036(2021","detected_arxiv_id":null,"ref_index":7,"audited_at":"2026-05-19T17:57:34.279112Z"},{"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 (10.1063/5.0076324(Mar.2022) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1063/5.0076324(Mar.2022","detected_arxiv_id":null,"ref_index":2,"audited_at":"2026-05-19T17:57:34.279112Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1126/sciadv.aaz8867(2020' 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":"10.1126/sciadv.aaz8867(2020","detected_arxiv_id":null,"ref_index":10,"audited_at":"2026-05-19T17:57:34.279112Z"},{"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/s41586-023-06734-w(Dec.2023) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1038/s41586-023-06734-w(Dec.2023","detected_arxiv_id":null,"ref_index":15,"audited_at":"2026-05-19T17:57:34.279112Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1021/acssuschemeng.3c06231(2024' 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":"10.1021/acssuschemeng.3c06231(2024","detected_arxiv_id":null,"ref_index":21,"audited_at":"2026-05-19T17:57:34.279112Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1016/j.commatsci.2023.112740(2024' 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.commatsci.2023.112740(2024","detected_arxiv_id":null,"ref_index":27,"audited_at":"2026-05-19T17:57:34.279112Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1039/d4sc03921a(2025' 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":"10.1039/d4sc03921a(2025","detected_arxiv_id":null,"ref_index":8,"audited_at":"2026-05-19T17:57:34.279112Z"},{"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 (10.1002/adma.202001626(July2020) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1002/adma.202001626(July2020","detected_arxiv_id":null,"ref_index":13,"audited_at":"2026-05-19T17:57:34.279112Z"},{"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.addma.2021.102106(Oct.2021) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1016/j.addma.2021.102106(Oct.2021","detected_arxiv_id":null,"ref_index":19,"audited_at":"2026-05-19T17:57:34.279112Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1021/acs.chemmater.2c00217(2022' 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":"10.1021/acs.chemmater.2c00217(2022","detected_arxiv_id":null,"ref_index":25,"audited_at":"2026-05-19T17:57:34.279112Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1088/2632-2153/ad6feb(2024' 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":"10.1088/2632-2153/ad6feb(2024","detected_arxiv_id":null,"ref_index":30,"audited_at":"2026-05-19T17:57:34.279112Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1063/1.4977487(2017' 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":"10.1063/1.4977487(2017","detected_arxiv_id":null,"ref_index":34,"audited_at":"2026-05-19T17:57:34.279112Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1088/2632-2153/ad7d5e(2024' 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":"10.1088/2632-2153/ad7d5e(2024","detected_arxiv_id":null,"ref_index":28,"audited_at":"2026-05-19T17:57:34.279112Z"}],"snapshot_sha256":"44066f405349f78d0a4f5d7ee65abf64f7ea2b1ee10f11654433ae5b77e7a219"},"events":[{"event_id":2368,"event_type":"pith.integrity.v1","payload_sha256":"dfad8dee7d6b415404f5de8a0021562aa6626339806c62e4fa31329b26213849","signature_b64":"M/plr9rqX07UN4nA7uuHFxGQqWlBBqxqt1g6hBs8CShqjyo7uJ+Lf/Id+DDOPdCiWfr0j4cKcjhNVgCrbXIZCQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T18:02:16.233272+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1007/s10462-024-10766-7(June2024) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Saha, S., Hota, A., Chattopadhyay, A. K., Nag, A. & Nandi, S. 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A longer candidate (10.1109/5.726791(Nov.1998) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Lecun, Y., Bottou, L., Bengio, Y. & Haffner, P. Gradient-Based Learning Applied to Document Recognition.Proceedings of the IEEE86,2278–2324. doi:10.1109/5.726791(Nov. 1998)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"ref_index":42,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Lecun, Y., Bottou, L., Bengio, Y. & Haffner, P. Gradient-Based Learning Applied to Document Recognition.Proceedings of the IEEE86,2278–2324. doi:10.1109/5.726791(Nov. 1998)","reconstructed_doi":"10.1109/5.726791(Nov.1998"},"severity":"advisory","ref_index":42,"audited_at":"2026-05-19T17:57:34.279112Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/5.726791(Nov.1998","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"f563833da28bfbf4918533efafce66152430f1f7e1376f7abcf8ecb64447a84a","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2366,"event_type":"pith.integrity.v1","payload_sha256":"19f3511f02c4f6c90e8ee5e80ab135bea3c6680effe692158a8ca8536d26d6f3","signature_b64":"iSYhcw8u1SaTjv39wMvvPDxVZBBuCiRu+5s3RIcOBGhTpukX4ZvIwhK4sSqJnO+XJSQfdWrX6iL4V//ydBxGDQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T18:02:16.231115+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1116/6.0004493(May2025) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Kaspar, T. C.et al.Machine-Learning-Enabled on-the-Fly Analysis of RHEED Patterns during Thin Film Deposition by Molecular Beam Epitaxy.Journal of Vacuum Science & Technology A 43,032702. doi:10.1116/6.0004493(May 2025)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"ref_index":40,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Kaspar, T. C.et al.Machine-Learning-Enabled on-the-Fly Analysis of RHEED Patterns during Thin Film Deposition by Molecular Beam Epitaxy.Journal of Vacuum Science & Technology A 43,032702. doi:10.1116/6.0004493(May 2025)","reconstructed_doi":"10.1116/6.0004493(May2025"},"severity":"advisory","ref_index":40,"audited_at":"2026-05-19T17:57:34.279112Z","event_type":"pith.integrity.v1","detected_doi":"10.1116/6.0004493(May2025","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"d8a27ee7bb9e8ebfa6925726833bc51f2abd3773036bec75245b9a313ac91951","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2365,"event_type":"pith.integrity.v1","payload_sha256":"8f529d828f1a0c4b03400bf28b61e8b75ebfc3fdaed685325b4fc3233b47198b","signature_b64":"zXZnoWlix9rt7l0oqKTQKH/+rjWvo7J52kNqtjdlG+rezUDTy0pz/jb1dI9dTPCOFwmBJhE2eqUkq5j0FtxdAw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T18:02:16.230146+00:00","payload":{"note":"Identifier '10.1038/s41467-026-71670-y(2026' 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":"Guinan, G.et al.Revealing the hidden third dimension of point defects in two-dimensional MXenes. Nat. Commun.17,3473. doi:10.1038/s41467-026-71670-y(2026)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1038/s41467-026-71670-y(2026","arxiv_id":null,"ref_index":37,"raw_excerpt":"Guinan, G.et al.Revealing the hidden third dimension of point defects in two-dimensional MXenes. Nat. 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The cited work could not be located through any authoritative source.","snippet":"Guinan, G.et al.Mind the Gap: Bridging the Divide between AI Aspirations and the Reality of Autonomous Microscopy.APL Machine Learning3,020903. doi:10.1063/5.0267699(2025)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1063/5.0267699(2025","arxiv_id":null,"ref_index":36,"raw_excerpt":"Guinan, G.et al.Mind the Gap: Bridging the Divide between AI Aspirations and the Reality of Autonomous Microscopy.APL Machine Learning3,020903. doi:10.1063/5.0267699(2025)","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":36,"audited_at":"2026-05-19T17:57:34.279112Z","event_type":"pith.integrity.v1","detected_doi":"10.1063/5.0267699(2025","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"49bbd153a11cc1e1b8b919fbd2e5a067217d2184d1b605dd579494c49606c628","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2363,"event_type":"pith.integrity.v1","payload_sha256":"7908b689cc12ac6e5e4b2df71712fef914fb321c20995a79a8cacad282b8ecb2","signature_b64":"Qt2riDLjbBJQtBDDReFMuLhcTbh23iVRcL8K1TZ8B4QbekV8ofq5wVSL61ScRA8HClM+68BXqonVzllbEZk3CQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T18:02:16.228135+00:00","payload":{"note":"Identifier '10.1063/1.4977487(2017' 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":"Green, M. L.et al.Fulfilling the promise of the materials genome initiative with high-throughput experimental methodologies.Applied Physics Reviews4,011105. doi:10.1063/1.4977487(2017)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1063/1.4977487(2017","arxiv_id":null,"ref_index":34,"raw_excerpt":"Green, M. 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The cited work could not be located through any authoritative source.","snippet":"Barakati, K.et al.Causal discovery from data assisted by large language models.Appl. Phys. Lett. 127,121904. doi:10.1063/5.0272287(2025)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1063/5.0272287(2025","arxiv_id":null,"ref_index":32,"raw_excerpt":"Barakati, K.et al.Causal discovery from data assisted by large language models.Appl. Phys. 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The cited work could not be located through any authoritative source.","snippet":"Ziatdinov, M.et al.Causal analysis of competing atomistic mechanisms in ferroelectric materials from high-resolution scanning transmission electron microscopy data.npj Comput. Mater.6,127. doi:10.1038/s41524-020-00396-2(2020)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1038/s41524-020-00396-2(2020","arxiv_id":null,"ref_index":31,"raw_excerpt":"Ziatdinov, M.et al.Causal analysis of competing atomistic mechanisms in ferroelectric materials from high-resolution scanning transmission electron microscopy data.npj Comput. 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The cited work could not be located through any authoritative source.","snippet":"Fox, Z. R. & Ghosh, A. Active causal learning for decoding chemical complexities with targeted interventions.Mach. Learn.: Sci. Technol.5,035056. doi:10.1088/2632-2153/ad6feb(2024)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1088/2632-2153/ad6feb(2024","arxiv_id":null,"ref_index":30,"raw_excerpt":"Fox, Z. R. & Ghosh, A. Active causal learning for decoding chemical complexities with targeted interventions.Mach. Learn.: Sci. 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The cited work could not be located through any authoritative source.","snippet":"Ghosh, A. & Ghosh, S. Mapping causal pathways with structural modes fingerprint for perovskite oxides.Mach. Learn.: Sci. Technol.5,045014. doi:10.1088/2632-2153/ad7d5e(2024)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1088/2632-2153/ad7d5e(2024","arxiv_id":null,"ref_index":28,"raw_excerpt":"Ghosh, A. & Ghosh, S. Mapping causal pathways with structural modes fingerprint for perovskite oxides.Mach. Learn.: Sci. 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The cited work could not be located through any authoritative source.","snippet":"Ghosh, A. Towards physics-informed explainable machine learning and causal models for materials research.Comput. Mater. Sci.233,112740. doi:10.1016/j.commatsci.2023.112740(2024)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1016/j.commatsci.2023.112740(2024","arxiv_id":null,"ref_index":27,"raw_excerpt":"Ghosh, A. Towards physics-informed explainable machine learning and causal models for materials research.Comput. Mater. Sci.233,112740. doi:10.1016/j.commatsci.2023.112740(2024)","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":27,"audited_at":"2026-05-19T17:57:34.279112Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.commatsci.2023.112740(2024","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"5c947bf83948d072e176b0337b4e4c0a921b52ea78670acca5fb658ed03107b5","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2357,"event_type":"pith.integrity.v1","payload_sha256":"9ccb9b05de7058cc1553729caa8cbcc1b38aa318eebbc2b2a448be8130d7a1e9","signature_b64":"aYGS05e5e6n7ovMiDiCFh6c6M6sCJvj2FQq8ZrbNDT8BigSHU24tUR/MAeqK3dImj3UOYYaM7iAjzL+dZsJhBQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T18:02:16.220591+00:00","payload":{"note":"Identifier '10.1021/acs.chemmater.2c00217(2022' 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":"doi:10.1021/acs.chemmater.2c00217(2022)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1021/acs.chemmater.2c00217(2022","arxiv_id":null,"ref_index":25,"raw_excerpt":"doi:10.1021/acs.chemmater.2c00217(2022)","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":25,"audited_at":"2026-05-19T17:57:34.279112Z","event_type":"pith.integrity.v1","detected_doi":"10.1021/acs.chemmater.2c00217(2022","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"b7ae69badb11a3c1cadb072a4d8afb081e3c5c3675fd2b09ecb2e6ca4a3ccfc1","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2356,"event_type":"pith.integrity.v1","payload_sha256":"4c67ca4960c50b3484c731d0824dba13690b8f7163b9fc33f0caa7b96287e467","signature_b64":"0SZirN3V98J056cH6EbKMQLrj7OFzqvSR0JLmJa/AWSisxtHqq52W/giiUciYcyo0jQ0WI+DEyzkRYF3j8ERCQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T18:02:16.219535+00:00","payload":{"note":"Identifier '10.1007/s10462-023-10448-w(2023' 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":"Garcez, A. d. & Lamb, L. C. Neurosymbolic AI: the 3rd wave.Artificial Intelligence Review56, 12387–12406. doi:10.1007/s10462-023-10448-w(2023)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1007/s10462-023-10448-w(2023","arxiv_id":null,"ref_index":22,"raw_excerpt":"Garcez, A. d. & Lamb, L. C. Neurosymbolic AI: the 3rd wave.Artificial Intelligence Review56, 12387–12406. doi:10.1007/s10462-023-10448-w(2023)","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":22,"audited_at":"2026-05-19T17:57:34.279112Z","event_type":"pith.integrity.v1","detected_doi":"10.1007/s10462-023-10448-w(2023","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"ca0cd11e5d474cf4ad920722685a2e20e1da3165cc3e8a1d8ca491c520af44eb","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2355,"event_type":"pith.integrity.v1","payload_sha256":"73f74845abb23a29fbf34894a481818cf722b93d6a7a8abb26f5362d79e0875b","signature_b64":"LbXz1yV//wKAy+hOKQ8H3cUq1ZmDwenxBzFYfF9JeteE1Cji/mP4g0AstfpzyCyyjexKnfcLNTaiiD6YVPd7BQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T18:02:16.218448+00:00","payload":{"note":"Identifier '10.1021/acssuschemeng.3c06231(2024' 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":"Miller, J. H.et al.Risk Minimization in Scale-Up of Biomass and Waste Carbon Upgrading Pro- cesses.ACS Sustainable Chem. Eng.12,666–679. doi:10.1021/acssuschemeng.3c06231(2024)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1021/acssuschemeng.3c06231(2024","arxiv_id":null,"ref_index":21,"raw_excerpt":"Miller, J. H.et al.Risk Minimization in Scale-Up of Biomass and Waste Carbon Upgrading Pro- cesses.ACS Sustainable Chem. Eng.12,666–679. doi:10.1021/acssuschemeng.3c06231(2024)","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":21,"audited_at":"2026-05-19T17:57:34.279112Z","event_type":"pith.integrity.v1","detected_doi":"10.1021/acssuschemeng.3c06231(2024","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"5541fe1147d66a7146e11c9fee84ef1ba3098118eb328b15153cf23d138781c4","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2354,"event_type":"pith.integrity.v1","payload_sha256":"f61ebaa21ee631784f8ee0f1ca8748f978824e380b2aae631397b86a2314532a","signature_b64":"bh4AfSioDJ/Jfwo4HCPqxfn8QZ+f2OhgkEOZVIHHGRkbIUz7kc56ai0Ai+ca+76JPDYY9fM3x/fW6HgQKbnJBw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T18:02:16.217284+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1016/j.addma.2021.102106(Oct.2021) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Kazmer, D. O., Colon, A. R., Peterson, A. M. & Kim, S. K. Concurrent Characterization of Com- pressibility and Viscosity in Extrusion-Based Additive Manufacturing of Acrylonitrile Butadiene Styrene with Fault Diagnoses.Additive Manufacturin","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"ref_index":19,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Kazmer, D. O., Colon, A. R., Peterson, A. M. & Kim, S. K. Concurrent Characterization of Com- pressibility and Viscosity in Extrusion-Based Additive Manufacturing of Acrylonitrile Butadiene Styrene with Fault Diagnoses.Additive Manufacturin","reconstructed_doi":"10.1016/j.addma.2021.102106(Oct.2021"},"severity":"advisory","ref_index":19,"audited_at":"2026-05-19T17:57:34.279112Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.addma.2021.102106(Oct.2021","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"f1b25a4c17a7177d420cc6822cbae885a852ad39f1729fb8279965a066e08949","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2353,"event_type":"pith.integrity.v1","payload_sha256":"96466fac0734024e77df188854b7468f924b011fb6a936b20c4026dd2249c639","signature_b64":"wKJ6oAD4ywm5Xr+ZTcKrH77w/wv1ED9Oa2M+HS2aL/Aec/1PyhGd9lP1Fi5vVCkunlYosk2ti/Rk4rp8ClblDA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T18:02:16.215734+00:00","payload":{"note":"Identifier '10.1109/55.43098(1989' 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":"Baliga, B. J. Power semiconductor device figure of merit for high-frequency applications.IEEE Electron Device Lett.10,455–457. doi:10.1109/55.43098(1989)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1109/55.43098(1989","arxiv_id":null,"ref_index":16,"raw_excerpt":"Baliga, B. J. Power semiconductor device figure of merit for high-frequency applications.IEEE Electron Device Lett.10,455–457. doi:10.1109/55.43098(1989)","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":16,"audited_at":"2026-05-19T17:57:34.279112Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/55.43098(1989","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"886b718c37dc1100188c03c0866bf76a8b6e45789347137fae03765b7a7eb742","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2352,"event_type":"pith.integrity.v1","payload_sha256":"b72cbba4a7fe6030035e62fc61975f0600355ebca8a9962c793ba64d14e10551","signature_b64":"slGZL4IMn1d1rEqwU9DYtE6aqaiU/yx160Z8W24s0bQctF9QkQ5KvTgfBX4hGMvl3gHwbWW+Wr3k6PnM5kwvDA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T18:02:16.214639+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1038/s41586-023-06734-w(Dec.2023) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Szymanski, N. J.et al.An Autonomous Laboratory for the Accelerated Synthesis of Inorganic Materials.Nature624,86–91. doi:10.1038/s41586-023-06734-w(Dec. 2023)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"ref_index":15,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Szymanski, N. J.et al.An Autonomous Laboratory for the Accelerated Synthesis of Inorganic Materials.Nature624,86–91. doi:10.1038/s41586-023-06734-w(Dec. 2023)","reconstructed_doi":"10.1038/s41586-023-06734-w(Dec.2023"},"severity":"advisory","ref_index":15,"audited_at":"2026-05-19T17:57:34.279112Z","event_type":"pith.integrity.v1","detected_doi":"10.1038/s41586-023-06734-w(Dec.2023","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"e507bdf9312d4f3d8a105c9ad01d460fa5543aa51606d1632250851137c3cd21","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2351,"event_type":"pith.integrity.v1","payload_sha256":"680e785667368f9da7b361ad2dedafa05a6622e27e9219aa8c3e24abf212bf55","signature_b64":"KgKmbrKndkGPqsyzDAESUaGCiLQzIzCyTMurmbKVzlXmbvg2V10Dua5OXvujQTtUMWBFQZb/GV8Davsm2/HYDA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T18:02:16.213563+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1002/adma.202001626(July2020) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Epps, R. W.et al.Artificial Chemist: An Autonomous Quantum Dot Synthesis Bot.Advanced Materials32,2001626. doi:10.1002/adma.202001626(July 2020)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"ref_index":13,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Epps, R. 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The cited work could not be located through any authoritative source.","snippet":"Ramos, M. C., Collison, C. J. & White, A. D. A Review of Large Language Models and Autonomous Agents in Chemistry.Chemical Science16,2514–2572. doi:10.1039/D4SC03921A(2025)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1039/d4sc03921a(2025","arxiv_id":null,"ref_index":8,"raw_excerpt":"Ramos, M. C., Collison, C. J. & White, A. D. 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The cited work could not be located through any authoritative source.","snippet":"Chitturi, S. R.et al.Targeted materials discovery using Bayesian algorithm execution.npj Comput. Mater.10,164. doi:10.1038/s41524-024-01326-2(2024)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1038/s41524-024-01326-2(2024","arxiv_id":null,"ref_index":3,"raw_excerpt":"Chitturi, S. R.et al.Targeted materials discovery using Bayesian algorithm execution.npj Comput. 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A longer candidate (10.1063/5.0076324(Mar.2022) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Montoya, J. H.et al.Toward Autonomous Materials Research: Recent Progress and Future Chal- lenges.Applied Physics Reviews9,011405. doi:10.1063/5.0076324(Mar. 2022)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"ref_index":2,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Montoya, J. 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The cited work could not be located through any authoritative source.","snippet":"Tom, G.et al.Self-Driving Laboratories for Chemistry and Materials Science.Chemical Reviews 124,9633–9732. doi:10.1021/acs.chemrev.4c00055(2024)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1021/acs.chemrev.4c00055(2024","arxiv_id":null,"ref_index":1,"raw_excerpt":"Tom, G.et al.Self-Driving Laboratories for Chemistry and Materials Science.Chemical Reviews 124,9633–9732. doi:10.1021/acs.chemrev.4c00055(2024)","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":1,"audited_at":"2026-05-19T17:57:34.279112Z","event_type":"pith.integrity.v1","detected_doi":"10.1021/acs.chemrev.4c00055(2024","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"56f4874b7b1499a52ed15de65d7b804f1918017f148b24599e70e526d19c1cdd","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2344,"event_type":"pith.integrity.v1","payload_sha256":"2449d6e97602b1fc25cb5dcf4938669b7702f64dc5dc130d01f72ebf3c80bc29","signature_b64":"BFHyMtefxqjoiTO7PcN5nYQETi0M/jihur7JC4Qab4jZVrSTyFEIsf85d0hY218I0HTQOWHxaSjNWSJQFoHFAA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T18:02:16.203596+00:00","payload":{"note":"Identifier '10.3389/fenrg.2019.00123(2019' 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":"Zhu, K.et al.How Far Away Are Lithium-Sulfur Batteries From Commercialization?Frontiers in Energy Research7,123. doi:10.3389/fenrg.2019.00123(2019)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.3389/fenrg.2019.00123(2019","arxiv_id":null,"ref_index":18,"raw_excerpt":"Zhu, K.et al.How Far Away Are Lithium-Sulfur Batteries From Commercialization?Frontiers in Energy Research7,123. doi:10.3389/fenrg.2019.00123(2019)","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":18,"audited_at":"2026-05-19T17:57:34.279112Z","event_type":"pith.integrity.v1","detected_doi":"10.3389/fenrg.2019.00123(2019","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"c8be605ae803d5c8fa94b40cd0a1b07eab70463af9830ccb3f1a90de71ccfc53","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2343,"event_type":"pith.integrity.v1","payload_sha256":"bc10b6701cd39b87a5eb8c40ae4665cc3581736d49a3f7cf9e8683f92f2e0586","signature_b64":"UExGAqN83kfIakoyEp1BuVWdy5E1AsAX2kSyREwM1kmCWjbxccfIovFjeqWsw7ABoscVoOQHquvy/W01HYmeAA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T18:02:16.200493+00:00","payload":{"note":"Identifier '10.1016/j.matt.2021.06.036(2021' 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":"Stach, E.et al.Autonomous Experimentation Systems for Materials Development: A Community Perspective.Matter4,2702–2726. doi:10.1016/j.matt.2021.06.036(2021)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1016/j.matt.2021.06.036(2021","arxiv_id":null,"ref_index":7,"raw_excerpt":"Stach, E.et al.Autonomous Experimentation Systems for Materials Development: A Community Perspective.Matter4,2702–2726. doi:10.1016/j.matt.2021.06.036(2021)","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":7,"audited_at":"2026-05-19T17:57:34.279112Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.matt.2021.06.036(2021","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"a1ce1f3140f7dca5453e54941f6232110c22f1e265401f958f6e0d67335384ed","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2342,"event_type":"pith.integrity.v1","payload_sha256":"dcb0ae15054fe4a4af58c577b63adc1dc652f6e649684351d3dbc6f6c6b16f6f","signature_b64":"CBy40SuQqXPO97m2A+LfN0Vh4WvkuyHU326DMEX9aZk0broSQC2Dv+lFZ+2LTKVDMigC/FJYh61W6mKRmpKMAA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T18:02:16.196773+00:00","payload":{"note":"Identifier '10.1038/s41560-025-01720-0(2025' 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":"Kim, J.-H.et al.Upscaling high-areal-capacity battery electrodes.Nature Energy10,295–307. doi:10.1038/s41560-025-01720-0(2025)","arxiv_id":"2605.00639","detector":"doi_compliance","evidence":{"doi":"10.1038/s41560-025-01720-0(2025","arxiv_id":null,"ref_index":4,"raw_excerpt":"Kim, J.-H.et al.Upscaling high-areal-capacity battery electrodes.Nature Energy10,295–307. doi:10.1038/s41560-025-01720-0(2025)","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":4,"audited_at":"2026-05-19T17:57:34.279112Z","event_type":"pith.integrity.v1","detected_doi":"10.1038/s41560-025-01720-0(2025","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"534c6f795f4428de48d350d1e3608472564f3874ac78d084766ac5c2e4e9ed97","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}}],"endpoint_self":"/pith/2605.00639/integrity.json","protocol_url":"https://pith.science/pith-integrity-protocol"}