{"schema":"https://pith.science/schemas/pith-integrity/v1.json","pith_number":"2605.19130","arxiv_id":"2605.19130","integrity":{"available":true,"endpoint":"/pith/2605.19130/integrity.json","summary":{"critical":3,"advisory":0,"informational":0,"by_detector":{"doi_compliance":{"total":3,"critical":3,"advisory":0,"informational":0}}},"clean":false,"detectors_run":[{"name":"claim_evidence","version":"1.0.0","status":"completed","ran_at":"2026-05-21T05:02:21.381770Z","findings_count":0},{"name":"cited_work_retraction","version":"1.0.0","status":"completed","ran_at":"2026-05-20T18:54:08.714480Z","findings_count":0},{"name":"doi_title_agreement","version":"1.0.0","status":"completed","ran_at":"2026-05-20T12:31:23.647850Z","findings_count":0},{"name":"doi_compliance","version":"1.0.0","status":"completed","ran_at":"2026-05-20T12:22:14.614511Z","findings_count":3},{"name":"ai_meta_artifact","version":"1.0.0","status":"skipped","ran_at":"2026-05-20T03:33:24.668270Z","findings_count":0}],"findings":[{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.5555/3600270.3601993' 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":"10.5555/3600270.3601993","detected_arxiv_id":null,"ref_index":1,"audited_at":"2026-05-20T12:22:14.614511Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.5555/2969033.2969091' 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":"10.5555/2969033.2969091","detected_arxiv_id":null,"ref_index":16,"audited_at":"2026-05-20T12:22:14.614511Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.5555/3692070.3694094' 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":"10.5555/3692070.3694094","detected_arxiv_id":null,"ref_index":54,"audited_at":"2026-05-20T12:22:14.614511Z"}],"snapshot_sha256":"d12dbbfe156a448aa876e46906bf37250abc55d02d5632110550ba9183aa1927"},"events":[{"event_id":5138,"event_type":"pith.integrity.v1","payload_sha256":"3459540b36a11d1193a14d54b3a7ee1a83ef38411c147c5ea60f003fcb3a44ec","signature_b64":"gyoicwf0KBBBo9VDL8kAslIivAPAaP1lWxwfmaxprhpwEfHET6rZJKUym2FsYywSK4xQ68+pNrGzrV1BuIdwAw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-20T12:22:56.574376+00:00","payload":{"note":"Identifier '10.5555/3692070.3694094' 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":"Villalobos, P., Ho, A., Sevilla, J., Besiroglu, T., Heim, L., and Hobbhahn, M. Position: will we run out of data? limits of llm scaling based on human-generated data. In Proceedings of the 41st International Conference on Machine Learning, ","arxiv_id":"2605.19130","detector":"doi_compliance","evidence":{"doi":"10.5555/3692070.3694094","arxiv_id":null,"ref_index":54,"raw_excerpt":"Villalobos, P., Ho, A., Sevilla, J., Besiroglu, T., Heim, L., and Hobbhahn, M. Position: will we run out of data? limits of llm scaling based on human-generated data. In Proceedings of the 41st International Conference on Machine Learning, ICML'24. JMLR.org, 2024. URL https://dl.acm.org/doi/10.5555/3692070.3694094","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":54,"audited_at":"2026-05-20T12:22:14.614511Z","event_type":"pith.integrity.v1","detected_doi":"10.5555/3692070.3694094","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"89c76db84e5cead465d97a784df39f950c3e8bd80474cc1d840172ad9b5fbc8b","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":5137,"event_type":"pith.integrity.v1","payload_sha256":"1690ea9504b818f321139d1edac0da7c0d271aea585fb9db191103d7ccae93e7","signature_b64":"iWlk+LWCfEZMpzOhj1gFv7h+mmvZohpYgL0ohUH5DpydgSs5pOlJYJWS2Nk5AuWewbhdQVCOXadjroq7MYPyDw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-20T12:22:56.570236+00:00","payload":{"note":"Identifier '10.5555/2969033.2969091' 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":"Eigen, D., Puhrsch, C., and Fergus, R. Depth map prediction from a single image using a multi-scale deep network. In Proceedings of the 28th International Conference on Neural Information Processing Systems - Volume 2, NIPS'14, pp.\\ 2366–23","arxiv_id":"2605.19130","detector":"doi_compliance","evidence":{"doi":"10.5555/2969033.2969091","arxiv_id":null,"ref_index":16,"raw_excerpt":"Eigen, D., Puhrsch, C., and Fergus, R. Depth map prediction from a single image using a multi-scale deep network. In Proceedings of the 28th International Conference on Neural Information Processing Systems - Volume 2, NIPS'14, pp.\\ 2366–2374, Cambridge, MA, USA, 2014. MIT Press. URL https://dl.acm.org/doi/10.5555/2969033.2969091","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":16,"audited_at":"2026-05-20T12:22:14.614511Z","event_type":"pith.integrity.v1","detected_doi":"10.5555/2969033.2969091","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"da594c9f83f52e6e63ca9f4af00598cb083f2d0ef070f1baea5741e045df4ef1","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":5136,"event_type":"pith.integrity.v1","payload_sha256":"359a467bbf689300141b58e18012bd1b167320ad53ebbe512c8fe46576408376","signature_b64":"0xZlY/uV8iScO6ha/xPOWr5ONcVSjN6MLhugytkI8C5kqCa2GdzkK9YzVXxpRF8MWIKm3cUevs6YmAoJoCQqCw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-20T12:22:56.564704+00:00","payload":{"note":"Identifier '10.5555/3600270.3601993' 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":"Alayrac, J.-B., Donahue, J., Luc, P., Miech, A., Barr, I., Hasson, Y., Lenc, K., Mensch, A., Millican, K., Reynolds, M., et al. Flamingo: a visual language model for few-shot learning. Advances in neural information processing systems, 35: ","arxiv_id":"2605.19130","detector":"doi_compliance","evidence":{"doi":"10.5555/3600270.3601993","arxiv_id":null,"ref_index":1,"raw_excerpt":"Alayrac, J.-B., Donahue, J., Luc, P., Miech, A., Barr, I., Hasson, Y., Lenc, K., Mensch, A., Millican, K., Reynolds, M., et al. Flamingo: a visual language model for few-shot learning. Advances in neural information processing systems, 35: 0 23716--23736, 2022. URL https://dl.acm.org/doi/10.5555/3600270.3601993","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":1,"audited_at":"2026-05-20T12:22:14.614511Z","event_type":"pith.integrity.v1","detected_doi":"10.5555/3600270.3601993","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"2718114ee3c35f0913114cd751715fa9b436404f7ed97bd42273c7e629a103b9","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}}],"endpoint_self":"/pith/2605.19130/integrity.json","protocol_url":"https://pith.science/pith-integrity-protocol"}