{"schema":"https://pith.science/schemas/pith-integrity/v1.json","pith_number":"2605.01608","arxiv_id":"2605.01608","integrity":{"available":true,"endpoint":"/pith/2605.01608/integrity.json","summary":{"critical":1,"advisory":1,"informational":0,"by_detector":{"doi_compliance":{"total":2,"critical":1,"advisory":1,"informational":0}}},"clean":false,"detectors_run":[{"name":"ai_meta_artifact","version":"1.0.0","status":"completed","ran_at":"2026-05-20T17:39:11.012098Z","findings_count":0},{"name":"doi_compliance","version":"1.0.0","status":"completed","ran_at":"2026-05-19T17:08:04.190134Z","findings_count":2}],"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/AC-CESS.2026.3654408) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1109/AC-CESS.2026.3654408","detected_arxiv_id":null,"ref_index":1,"audited_at":"2026-05-19T17:08:04.190134Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1016/j.ijforecast.2005.03.009' 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.ijforecast.2005.03.009","detected_arxiv_id":null,"ref_index":13,"audited_at":"2026-05-19T17:08:04.190134Z"}],"snapshot_sha256":"e75163671e0fcca97a696d7b8052156909e47f72deb140407b7d911e9979b3c6"},"events":[{"event_id":2201,"event_type":"pith.integrity.v1","payload_sha256":"4725456a2fdd955ad8c362024f5a745c2cb0358433f93e8f13bac5488b286a24","signature_b64":"XDjh33RCMIOR2tD7Zj4BQtqeKJ7BxYcU+kfCr1gD1EbeIn1B41SRMsVFNuwNYb92daFE84bPbuXC76hpgd7aDw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T17:12:15.191984+00:00","payload":{"note":"Identifier '10.1016/j.ijforecast.2005.03.009' 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":"X. Wang, K. Smith, and R. J. Hyndman, ”Characteristic-based forecast- ing for time series data,”International Journal of Forecasting, vol. 22, no. 2, pp. 217–233, Apr. 2006, doi: 10.1016/j.ijforecast.2005.03.009","arxiv_id":"2605.01608","detector":"doi_compliance","evidence":{"doi":"10.1016/j.ijforecast.2005.03.009","arxiv_id":null,"ref_index":13,"raw_excerpt":"X. Wang, K. Smith, and R. J. Hyndman, ”Characteristic-based forecast- ing for time series data,”International Journal of Forecasting, vol. 22, no. 2, pp. 217–233, Apr. 2006, doi: 10.1016/j.ijforecast.2005.03.009","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":13,"audited_at":"2026-05-19T17:08:04.190134Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.ijforecast.2005.03.009","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"083dbd19e8c97bc666ad76976b5a9e8700d22a7e030ff773e9a152259a43bae3","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":2200,"event_type":"pith.integrity.v1","payload_sha256":"b0102c3cd4b3fbd4122cbfe5a42821a6f9195fce04c9acb9c5f266a1f7ad9f3a","signature_b64":"9+D5zvAiD80nBee7VhsmZfi1gXZUogDhjuJARg0hslwHsv84FUWMvDqp4qcu2I+5mHkyudQOXq9Qmq6ys/GNBA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-05-19T17:12:15.190460+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1109/AC-CESS.2026.3654408) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"M. K. Saravana, M. S. Roopa, J. S. Arunalatha, and K. R. Venu- gopal, ”Transformers for multivariate time series forecasting: Comprehen- sive analysis, challenges, research opportunities, and future prospects,” 11 IEEE Access, vol. 14, pp. ","arxiv_id":"2605.01608","detector":"doi_compliance","evidence":{"ref_index":1,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"M. K. Saravana, M. S. Roopa, J. S. Arunalatha, and K. R. Venu- gopal, ”Transformers for multivariate time series forecasting: Comprehen- sive analysis, challenges, research opportunities, and future prospects,” 11 IEEE Access, vol. 14, pp. ","reconstructed_doi":"10.1109/AC-CESS.2026.3654408"},"severity":"advisory","ref_index":1,"audited_at":"2026-05-19T17:08:04.190134Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/AC-CESS.2026.3654408","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"8d0d614aec5e1da9be0b4b51ac7da58766fad8f5783a6c391d7061a5e6b9eb76","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}}],"endpoint_self":"/pith/2605.01608/integrity.json","protocol_url":"https://pith.science/pith-integrity-protocol"}