{"id":"https://openalex.org/W7225019553","doi":"https://doi.org/10.5281/zenodo.23848145","title":"When AI Reviews Its Own Research: A Continuing Case Study of Recurring Errors, Evidentiary Limitations, and the Reliability of Artificial Intelligence Self-Auditing","display_name":"When AI Reviews Its Own Research: A Continuing Case Study of Recurring Errors, Evidentiary Limitations, and the Reliability of Artificial Intelligence Self-Auditing","publication_year":2026,"publication_date":"2026-10-31","ids":{"openalex":"https://openalex.org/W7225019553","doi":"https://doi.org/10.5281/zenodo.23848145"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23848145","doi":"https://doi.org/10.5281/zenodo.23848145","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23848145","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"volume":null,"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23848145","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5151466991","display_name":"Yeshayahu Ben-Yehudah","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ben-Yehudah, Yeshayahu","raw_affiliation_strings":["THE BEN-YEHUDAH INSTITUTE"],"raw_orcid":"https://orcid.org/0009-0002-9256-1093","affiliations":[{"raw_affiliation_string":"THE BEN-YEHUDAH INSTITUTE","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5151466991"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.7523999810218811,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.7523999810218811,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12648","display_name":"Academic Writing and Publishing","score":0.07609999924898148,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13516","display_name":"Publishing and Scholarly Communication","score":0.04989999905228615,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ai-generated-research","display_name":"AI-generated research","score":0.4819999933242798},{"id":"https://openalex.org/keywords/human-oversight","display_name":"human oversight","score":0.5009999871253967},{"id":"https://openalex.org/keywords/bibliographic-errors","display_name":"bibliographic errors","score":0.5929999947547913},{"id":"https://openalex.org/keywords/methodological-limitations","display_name":"methodological limitations","score":0.5460000038146973},{"id":"https://openalex.org/keywords/error-classification","display_name":"error classification","score":0.4269999861717224}],"concepts":[{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.637499988079071},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.6212000250816345},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5552999973297119},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5489000082015991},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5360000133514404},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.4025000035762787},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3540000021457672},{"id":"https://openalex.org/C191147762","wikidata":"https://www.wikidata.org/wiki/Q186289","display_name":"Human reliability","level":3,"score":0.32589998841285706},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.29760000109672546},{"id":"https://openalex.org/C169806903","wikidata":"https://www.wikidata.org/wiki/Q5937752","display_name":"Human error","level":2,"score":0.2578999996185303},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2522999942302704},{"id":"https://openalex.org/C2986817661","wikidata":"https://www.wikidata.org/wiki/Q185698","display_name":"Research methodology","level":3,"score":0.2515000104904175}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23848145","doi":"https://doi.org/10.5281/zenodo.23848145","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23848145","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.23848146","doi":"https://doi.org/10.5281/zenodo.23848146","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23848146","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23848145","doi":"https://doi.org/10.5281/zenodo.23848145","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23848145","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7225006776","https://openalex.org/W7225004856","https://openalex.org/W7225001907","https://openalex.org/W7202387381","https://openalex.org/W7171313946","https://openalex.org/W7222959521","https://openalex.org/W7202139897","https://openalex.org/W4417144655","https://openalex.org/W7223745267","https://openalex.org/W7142887219"],"abstract_inverted_index":{"This":[0],"research":[1,99],"paper":[2],"presents":[3],"the":[4,25,76,114],"fourth":[5],"stage":[6],"of":[7,27,51,118],"an":[8,48,96],"ongoing":[9],"investigation":[10,56],"by":[11,47],"independent":[12],"scholar":[13],"Yeshayahu":[14],"Ben-Yehudah":[15],"into":[16],"recurring":[17],"artificial":[18,119],"intelligence":[19,120],"system":[20],"errors,":[21,59],"evidentiary":[22],"limitations,":[23,63,84],"and":[24,66,85,111,116],"reliability":[26],"AI":[28,90,102],"self-auditing.":[29],"The":[30,55,92],"study":[31,93],"examines":[32],"a":[33],"previously":[34,82],"published":[35],"AI-assisted":[36],"manuscript":[37],"that":[38],"was":[39],"intentionally":[40],"released":[41],"without":[42],"human":[43,109],"editorial":[44],"review,":[45],"followed":[46],"AI-generated":[49],"assessment":[50],"its":[52],"own":[53],"work.":[54],"evaluates":[57],"reported":[58],"unsupported":[60],"conclusions,":[61],"methodological":[62],"bibliographic":[64],"deficiencies,":[65],"inconsistencies":[67],"in":[68],"error":[69],"classification.":[70],"Particular":[71],"attention":[72],"is":[73],"given":[74],"to":[75,95],"distinction":[77],"between":[78],"genuine":[79],"documentary":[80],"defects,":[81],"disclosed":[83],"inaccuracies":[86],"introduced":[87],"during":[88],"subsequent":[89],"evaluations.":[91],"contributes":[94],"expanding":[97],"public":[98],"record":[100],"examining":[101],"instruction":[103],"fidelity,":[104],"scholarly":[105],"reliability,":[106],"evidence":[107],"integrity,":[108],"oversight,":[110],"accountability":[112],"for":[113],"design":[115],"deployment":[117],"systems.":[121],"DOI:":[122],"10.5281/zenodo.23848146":[123]},"counts_by_year":[],"updated_date":"2026-11-02T09:45:03.842371","created_date":"2026-11-01T00:00:00"}
