{"schema":"https://pith.science/schemas/pith-integrity/v1.json","pith_number":"2605.20578","arxiv_id":"2605.20578","integrity":{"available":true,"endpoint":"/pith/2605.20578/integrity.json","summary":{"critical":5,"advisory":0,"informational":0,"by_detector":{"doi_compliance":{"total":5,"critical":5,"advisory":0,"informational":0}}},"clean":false,"detectors_run":[{"name":"ai_meta_artifact","version":"1.0.0","status":"completed","ran_at":"2026-06-02T23:40:50.014379Z","findings_count":0},{"name":"doi_title_agreement","version":"1.0.0","status":"completed","ran_at":"2026-06-01T01:04:46.871773Z","findings_count":0},{"name":"doi_compliance","version":"1.0.0","status":"completed","ran_at":"2026-05-27T02:26:01.528773Z","findings_count":5},{"name":"claim_evidence","version":"1.0.0","status":"completed","ran_at":"2026-05-27T00:44:17.986792Z","findings_count":0},{"name":"citation_quote_validity","version":"0.1.0","status":"completed","ran_at":"2026-05-21T23:50:16.796865Z","findings_count":0},{"name":"cited_work_retraction","version":"1.0.0","status":"completed","ran_at":"2026-05-21T16:23:30.989602Z","findings_count":0},{"name":"doi_compliance","version":"1.0.0","status":"completed","ran_at":"2026-05-21T03:04:40.083637Z","findings_count":5},{"name":"doi_title_agreement","version":"1.0.0","status":"completed","ran_at":"2026-05-21T03:01:34.502221Z","findings_count":0},{"name":"claim_evidence","version":"1.0.0","status":"completed","ran_at":"2026-05-21T02:42:20.325975Z","findings_count":0},{"name":"ai_meta_artifact","version":"1.0.0","status":"skipped","ran_at":"2026-05-21T02:33:38.675019Z","findings_count":0}],"findings":[{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.48550/arxiv.2312.07439(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.","detected_doi":"10.48550/arxiv.2312.07439(2023","detected_arxiv_id":null,"ref_index":30,"audited_at":"2026-05-21T03:04:40.083637Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.5281/zenodo.18563039(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.","detected_doi":"10.5281/zenodo.18563039(2026","detected_arxiv_id":null,"ref_index":39,"audited_at":"2026-05-21T03:04:40.083637Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.48550/arxiv.2207.05393(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":"10.48550/arxiv.2207.05393(2022","detected_arxiv_id":null,"ref_index":9,"audited_at":"2026-05-21T03:04:40.083637Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1111/2041-210x.13101(2018' 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":"10.1111/2041-210x.13101(2018","detected_arxiv_id":null,"ref_index":3,"audited_at":"2026-05-21T03:04:40.083637Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.48550/arxiv.2406.08517(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":"10.48550/arxiv.2406.08517(2024","detected_arxiv_id":null,"ref_index":23,"audited_at":"2026-05-21T03:04:40.083637Z"}],"snapshot_sha256":"8a04b7d22f46fc9269c6341bf06c999a1fb3f60ffe1c51f43316dc781fe225d1"},"events":[{"event_id":5608,"event_type":"pith.integrity.v1","payload_sha256":"440ddbf90753e25098666bd8b456b52dc5f9ec29f73aae0f2041282e34c7f975","signature_b64":"R08yjf3BMw+2gJBnZVQPvtR/wkcsM8uwCWwRAmEyG6gIdacKBSYTCEiOjq5yVk5E1FIptWwIf+nRgW+lk55FDQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-21T03:08:53.420859+00:00","payload":{"note":"Identifier '10.5281/zenodo.18563039(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":"Ruiz, D. et al. Pteroset. Zenodohttps://doi.org/10.5281/zenodo.18563039(2026). 18","arxiv_id":"2605.20578","detector":"doi_compliance","evidence":{"doi":"10.5281/zenodo.18563039(2026","arxiv_id":null,"ref_index":39,"raw_excerpt":"Ruiz, D. et al. Pteroset. Zenodohttps://doi.org/10.5281/zenodo.18563039(2026). 18","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":39,"audited_at":"2026-05-21T03:04:40.083637Z","event_type":"pith.integrity.v1","detected_doi":"10.5281/zenodo.18563039(2026","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"95bf0144e9084fa45b146a5c67c85ef9820aecadf1acbee917444d91ead9453e","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":5607,"event_type":"pith.integrity.v1","payload_sha256":"34411324a7c695c6399a7357c2f9c7d74d1be7f376a6da7c93d88f7398e89bea","signature_b64":"6q6UvSQ3+YjX0YMRPmu8FGnwuxt/zLFhH5o1opB3koFKG88Gez1qVquaGX3KDcDLf5b9LEd73rrx1bW3vy6tAQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-21T03:08:53.419479+00:00","payload":{"note":"Identifier '10.48550/arxiv.2312.07439(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":"Hamer, J. et al. BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics. Preprint athttps://doi.org/10.48550/arXiv.2312.07439(2023)","arxiv_id":"2605.20578","detector":"doi_compliance","evidence":{"doi":"10.48550/arxiv.2312.07439(2023","arxiv_id":null,"ref_index":30,"raw_excerpt":"Hamer, J. et al. BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics. Preprint athttps://doi.org/10.48550/arXiv.2312.07439(2023)","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":30,"audited_at":"2026-05-21T03:04:40.083637Z","event_type":"pith.integrity.v1","detected_doi":"10.48550/arxiv.2312.07439(2023","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"ba27e4162b0ec92476246bb20267b31736b46066800b11f9eb41f48871db8b97","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":5606,"event_type":"pith.integrity.v1","payload_sha256":"9030343db7304c072425886bf66bdf56f65128be4c5428a73b1d915f03726a4f","signature_b64":"dDF+fg0kSUfZPXFbrjrVoYzyBKd+joLzcqEu9rzD7axiPk7I886M10etRwBRs5wC5f4sXBzSmpga2WQUbi73AA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-21T03:08:53.418112+00:00","payload":{"note":"Identifier '10.48550/arxiv.2406.08517(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":"Jing, X. et al. DB3V: A Dialect Dominated Dataset of Bird Vocalisation for Cross-corpus Bird Species Recognition. Preprint athttps://doi.org/10.48550/arXiv.2406.08517(2024)","arxiv_id":"2605.20578","detector":"doi_compliance","evidence":{"doi":"10.48550/arxiv.2406.08517(2024","arxiv_id":null,"ref_index":23,"raw_excerpt":"Jing, X. et al. DB3V: A Dialect Dominated Dataset of Bird Vocalisation for Cross-corpus Bird Species Recognition. Preprint athttps://doi.org/10.48550/arXiv.2406.08517(2024)","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":23,"audited_at":"2026-05-21T03:04:40.083637Z","event_type":"pith.integrity.v1","detected_doi":"10.48550/arxiv.2406.08517(2024","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"73b0754db065125dd1d48a59fd545f86c9f3d4128e8cdb51691cc16c935a2277","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":5605,"event_type":"pith.integrity.v1","payload_sha256":"9b50cd69e619ba979e6349c95caafb0f24335f8318f8dfb3817c00aa4403add9","signature_b64":"73zE3v+WjJtc3uxV+42D+hz/5XTNgKme2n/6RrLRhdJa9b6Rp53nSGEY5RIyrpgZFL5gzkfcBFEYi6xh/UgWDg==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-21T03:08:53.416675+00:00","payload":{"note":"Identifier '10.48550/arxiv.2207.05393(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":"Gómez-Gómez, J., Vidaña-Vila, E. & Sevillano, X. Western Mediterranean wetlands bird species classification: evaluating small-footprint deep learning approaches on a new annotated dataset. Preprint athttps://doi.org/10.48550/arXiv.2207.0539","arxiv_id":"2605.20578","detector":"doi_compliance","evidence":{"doi":"10.48550/arxiv.2207.05393(2022","arxiv_id":null,"ref_index":9,"raw_excerpt":"Gómez-Gómez, J., Vidaña-Vila, E. & Sevillano, X. Western Mediterranean wetlands bird species classification: evaluating small-footprint deep learning approaches on a new annotated dataset. Preprint athttps://doi.org/10.48550/arXiv.2207.05393(2022)","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":9,"audited_at":"2026-05-21T03:04:40.083637Z","event_type":"pith.integrity.v1","detected_doi":"10.48550/arxiv.2207.05393(2022","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"64fa442bb43f8f7958415df9aeef22706885c2a254767ed7451423c9d4fc635c","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":5604,"event_type":"pith.integrity.v1","payload_sha256":"67fd97dfde110b8c49b2ad226c321866d1ba62341e150bc2fdb3f2de420eebed","signature_b64":"Nq7BF962bCWA4FwhwqzKy2OwapLLTL00i5tkuqMmyBbiBce4fV3dod4PzMY7FLHNkkaCEh/UY4Cnm3Noc+VoAA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-21T03:08:53.415055+00:00","payload":{"note":"Identifier '10.1111/2041-210x.13101(2018' 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":"Gibb, R., Browning, E., Glover-Kapfer, P. & Jones, K. E. Emerging opportunities and challenges for passive acoustics in ecological assessment and monitoring. Methods in Ecology and Evolution https://doi.org/10.1111/2041-210X.13101(2018) doi","arxiv_id":"2605.20578","detector":"doi_compliance","evidence":{"doi":"10.1111/2041-210x.13101(2018","arxiv_id":null,"ref_index":3,"raw_excerpt":"Gibb, R., Browning, E., Glover-Kapfer, P. & Jones, K. E. Emerging opportunities and challenges for passive acoustics in ecological assessment and monitoring. Methods in Ecology and Evolution https://doi.org/10.1111/2041-210X.13101(2018) doi:10.1111/2041-210X.13101","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":3,"audited_at":"2026-05-21T03:04:40.083637Z","event_type":"pith.integrity.v1","detected_doi":"10.1111/2041-210x.13101(2018","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"f0c5455d5cf5e458dc326c27b9cf1d8dd73851f819f4c730e278eea17ca6775a","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}}],"endpoint_self":"/pith/2605.20578/integrity.json","protocol_url":"https://pith.science/pith-integrity-protocol"}