{"id":"https://openalex.org/W4403515212","doi":"https://doi.org/10.1002/leap.1638","title":"Enhancing peer review efficiency: A mixed\u2010methods analysis of artificial intelligence \u2010assisted reviewer selection across academic disciplines","display_name":"Enhancing peer review efficiency: A mixed\u2010methods analysis of artificial intelligence \u2010assisted reviewer selection across academic disciplines","publication_year":2024,"publication_date":"2024-10-01","ids":{"openalex":"https://openalex.org/W4403515212","doi":"https://doi.org/10.1002/leap.1638"},"language":"en","primary_location":{"id":"doi:10.1002/leap.1638","doi":"https://doi.org/10.1002/leap.1638","is_oa":true,"landing_page_url":"https://doi.org/10.1002/leap.1638","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/leap.1638","source":{"id":"https://openalex.org/S29676049","display_name":"Learned Publishing","issn_l":"0953-1513","issn":["0953-1513","1741-4857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Learned Publishing","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/leap.1638","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021366105","display_name":"Shai Farber","orcid":"https://orcid.org/0000-0002-6252-805X","observed_orcids":["https://orcid.org/0000-0002-6252-805X"]},"institutions":[{"id":"https://openalex.org/I116660002","display_name":"The Max Stern Yezreel Valley College","ror":"https://ror.org/05qz2dz14","country_code":"IL","type":"education","lineage":["https://openalex.org/I116660002"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Shai Farber","raw_affiliation_strings":["Department of Law and Criminology Emek Jezreel Academic College, Artificial Intelligence Researcher  Jezreel Valley Israel","Department of Law and Criminology, Emek Jezreel Academic College, Artificial Intelligence Researcher, Jezreel Valley, Israel"],"raw_orcid":"https://orcid.org/0000-0002-6252-805X","affiliations":[{"raw_affiliation_string":"Department of Law and Criminology Emek Jezreel Academic College, Artificial Intelligence Researcher  Jezreel Valley Israel","institution_ids":["https://openalex.org/I116660002"]},{"raw_affiliation_string":"Department of Law and Criminology, Emek Jezreel Academic College, Artificial Intelligence Researcher, Jezreel Valley, Israel","institution_ids":["https://openalex.org/I116660002"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5021366105"],"corresponding_institution_ids":["https://openalex.org/I116660002"],"apc_list":{"value":3240,"currency":"USD","value_usd":3240},"apc_paid":{"value":3240,"currency":"USD","value_usd":3240},"fwci":48.6829,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.99824785,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"37","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13516","display_name":"Publishing and Scholarly Communication","score":0.86080002784729,"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"}},"topics":[{"id":"https://openalex.org/T13516","display_name":"Publishing and Scholarly Communication","score":0.86080002784729,"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/T12648","display_name":"Academic Writing and Publishing","score":0.05389999970793724,"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/T13607","display_name":"Academic Publishing and Open Access","score":0.026000000536441803,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/peer-review","display_name":"peer review","score":0.9100000262260437},{"id":"https://openalex.org/keywords/scholarly-publishing","display_name":"scholarly publishing","score":0.7099999785423279},{"id":"https://openalex.org/keywords/journal-editors","display_name":"journal editors","score":0.7429999709129333},{"id":"https://openalex.org/keywords/ai-generated-recommendations","display_name":"AI-generated recommendations","score":0.593999981880188},{"id":"https://openalex.org/keywords/disciplinary-differences","display_name":"disciplinary differences","score":0.5149999856948853},{"id":"https://openalex.org/keywords/algorithmic-bias","display_name":"algorithmic bias","score":0.75},{"id":"https://openalex.org/keywords/privacy","display_name":"privacy","score":0.4429999887943268},{"id":"https://openalex.org/keywords/human-oversight","display_name":"human oversight","score":0.5419999957084656}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.700142502784729},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5152814388275146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.307755708694458}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/leap.1638","doi":"https://doi.org/10.1002/leap.1638","is_oa":true,"landing_page_url":"https://doi.org/10.1002/leap.1638","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/leap.1638","source":{"id":"https://openalex.org/S29676049","display_name":"Learned Publishing","issn_l":"0953-1513","issn":["0953-1513","1741-4857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Learned Publishing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1002/leap.1638","doi":"https://doi.org/10.1002/leap.1638","is_oa":true,"landing_page_url":"https://doi.org/10.1002/leap.1638","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/leap.1638","source":{"id":"https://openalex.org/S29676049","display_name":"Learned Publishing","issn_l":"0953-1513","issn":["0953-1513","1741-4857"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Learned Publishing","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403515212.pdf","grobid_xml":"https://content.openalex.org/works/W4403515212.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1971648300","https://openalex.org/W2082563645","https://openalex.org/W2086799793","https://openalex.org/W2099358840","https://openalex.org/W2119491512","https://openalex.org/W2339294314","https://openalex.org/W2526355008","https://openalex.org/W2551122076","https://openalex.org/W2604669265","https://openalex.org/W2744378798","https://openalex.org/W2754962128","https://openalex.org/W2788415229","https://openalex.org/W2891934383","https://openalex.org/W2901571051","https://openalex.org/W2908436998","https://openalex.org/W2943934175","https://openalex.org/W2981308303","https://openalex.org/W3012019350","https://openalex.org/W3047578714","https://openalex.org/W3091328123","https://openalex.org/W4245802241","https://openalex.org/W4320491552"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"mixed\u2010methods":[2],"study":[3,119],"evaluates":[4],"the":[5,92,133],"efficacy":[6],"of":[7,56,63,104],"artificial":[8],"intelligence":[9],"(AI)\u2010assisted":[10],"reviewer":[11,24,128,134],"selection":[12,48,66,129],"in":[13,44,79,126,143,163],"academic":[14],"publishing":[15],"across":[16,74],"diverse":[17],"disciplines.":[18],"Twenty":[19],"journal":[20],"editors":[21],"assessed":[22],"AI\u2010generated":[23],"recommendations":[25],"for":[26,91,160],"a":[27,33,41],"manuscript.":[28],"The":[29,70,118],"AI":[30,123,161],"system":[31],"achieved":[32],"42%":[34],"overlap":[35],"with":[36,76],"editors'":[37],"selections":[38],"and":[39,113,131,156],"demonstrated":[40],"significant":[42],"improvement":[43],"time":[45,49],"efficiency,":[46],"reducing":[47],"by":[50],"73%.":[51],"Editors":[52],"found":[53],"that":[54,121],"37%":[55],"AI\u2010suggested":[57],"reviewers":[58],"who":[59],"were":[60,67,116],"not":[61],"part":[62],"their":[64],"initial":[65],"indeed":[68],"suitable.":[69],"system's":[71],"performance":[72],"varied":[73],"disciplines,":[75],"higher":[77],"accuracy":[78],"STEM":[80],"fields":[81],"(Cohen's":[82],"d":[83],"=":[84],"0.68).":[85],"Qualitative":[86],"feedback":[87],"revealed":[88],"an":[89],"appreciation":[90],"AI's":[93],"ability":[94],"to":[95,140],"identify":[96],"lesser\u2010known":[97],"experts":[98],"but":[99],"concerns":[100],"about":[101],"its":[102],"grasp":[103],"interdisciplinary":[105],"work.":[106],"Ethical":[107],"considerations,":[108],"including":[109],"potential":[110],"algorithmic":[111],"bias":[112],"privacy":[114],"issues,":[115],"highlighted.":[117],"concludes":[120],"while":[122],"shows":[124],"promise":[125],"enhancing":[127],"efficiency":[130],"broadening":[132],"pool,":[135],"it":[136],"requires":[137],"human":[138],"oversight":[139],"address":[141],"limitations":[142],"understanding":[144],"nuanced":[145],"disciplinary":[146],"contexts.":[147],"Future":[148],"research":[149],"should":[150],"focus":[151],"on":[152],"larger\u2010scale":[153],"longitudinal":[154],"studies":[155],"developing":[157],"ethical":[158],"frameworks":[159],"integration":[162],"peer\u2010review":[164],"processes.":[165]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}