{"id":"https://openalex.org/W6968114928","doi":"https://doi.org/10.5281/zenodo.15871468","title":"Self-Admitted GenAI Usage in Open-Source Software","display_name":"Self-Admitted GenAI Usage in Open-Source Software","publication_year":2025,"publication_date":"2025-07-12","ids":{"openalex":"https://openalex.org/W6968114928","doi":"https://doi.org/10.5281/zenodo.15871468"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.15871468","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15871468","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,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.15871468","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Xiao, Tao","orcid":"https://orcid.org/0000-0003-4070-585X"},"institutions":[{"id":"https://openalex.org/I135598925","display_name":"Kyushu University","ror":"https://ror.org/00p4k0j84","country_code":"JP","type":"education","lineage":["https://openalex.org/I135598925"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Xiao, Tao","raw_affiliation_strings":["Kyushu University"],"affiliations":[{"raw_affiliation_string":"Kyushu University","institution_ids":["https://openalex.org/I135598925"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fan, Youmei","orcid":"https://orcid.org/0000-0001-9372-2966"},"institutions":[{"id":"https://openalex.org/I75917431","display_name":"Nara Institute of Science and Technology","ror":"https://ror.org/05bhada84","country_code":"JP","type":"education","lineage":["https://openalex.org/I75917431"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Fan, Youmei","raw_affiliation_strings":["Nara Institute of Science and Technology"],"affiliations":[{"raw_affiliation_string":"Nara Institute of Science and Technology","institution_ids":["https://openalex.org/I75917431"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Calefato, Fabio","orcid":"https://orcid.org/0000-0003-2654-1588"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Calefato, Fabio","raw_affiliation_strings":["University of Bari Aldo Moro"],"affiliations":[{"raw_affiliation_string":"University of Bari Aldo Moro","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Treude, Christoph","orcid":"https://orcid.org/0000-0002-6919-2149"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Treude, Christoph","raw_affiliation_strings":["Singapore Management University"],"affiliations":[{"raw_affiliation_string":"Singapore Management University","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kula, Raula Gaikovina","orcid":"https://orcid.org/0000-0003-2324-0608"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kula, Raula Gaikovina","raw_affiliation_strings":["Osaka University"],"affiliations":[{"raw_affiliation_string":"Osaka University","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hata, Hideaki","orcid":"https://orcid.org/0000-0003-0708-5222"},"institutions":[{"id":"https://openalex.org/I4210162928","display_name":"\u014ctani University","ror":"https://ror.org/05b7rex33","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210162928"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hata, Hideaki","raw_affiliation_strings":["Shinshu University"],"affiliations":[{"raw_affiliation_string":"Shinshu University","institution_ids":["https://openalex.org/I4210162928"]}]},{"author_position":"last","author":{"id":null,"display_name":"Baltes, Sebastian","orcid":"https://orcid.org/0000-0002-2442-7522"},"institutions":[{"id":"https://openalex.org/I54009628","display_name":"University of Bayreuth","ror":"https://ror.org/0234wmv40","country_code":"DE","type":"education","lineage":["https://openalex.org/I54009628"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Baltes, Sebastian","raw_affiliation_strings":["University of Bayreuth"],"affiliations":[{"raw_affiliation_string":"University of Bayreuth","institution_ids":["https://openalex.org/I54009628"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I135598925"],"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":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.5662000179290771},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.5382000207901001},{"id":"https://openalex.org/keywords/commit","display_name":"Commit","score":0.5376999974250793},{"id":"https://openalex.org/keywords/software-peer-review","display_name":"Software peer review","score":0.5364999771118164},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5098000168800354},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.47690001130104065},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.4690999984741211},{"id":"https://openalex.org/keywords/code-smell","display_name":"Code smell","score":0.4674000144004822},{"id":"https://openalex.org/keywords/backporting","display_name":"Backporting","score":0.4650999903678894},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4618000090122223}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7692000269889832},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5940999984741211},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.5662000179290771},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5382000207901001},{"id":"https://openalex.org/C153180980","wikidata":"https://www.wikidata.org/wiki/Q19776675","display_name":"Commit","level":2,"score":0.5376999974250793},{"id":"https://openalex.org/C74579156","wikidata":"https://www.wikidata.org/wiki/Q7554342","display_name":"Software peer review","level":5,"score":0.5364999771118164},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5098000168800354},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.47690001130104065},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.4690999984741211},{"id":"https://openalex.org/C133237599","wikidata":"https://www.wikidata.org/wiki/Q2295111","display_name":"Code smell","level":5,"score":0.4674000144004822},{"id":"https://openalex.org/C21491501","wikidata":"https://www.wikidata.org/wiki/Q430253","display_name":"Backporting","level":5,"score":0.4650999903678894},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4618000090122223},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.4000000059604645},{"id":"https://openalex.org/C39890963","wikidata":"https://www.wikidata.org/wiki/Q1702721","display_name":"Personal software process","level":5,"score":0.39590001106262207},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.37400001287460327},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.37369999289512634},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3709000051021576},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.36649999022483826},{"id":"https://openalex.org/C182500959","wikidata":"https://www.wikidata.org/wiki/Q7551380","display_name":"Social software engineering","level":5,"score":0.35580000281333923},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3504999876022339},{"id":"https://openalex.org/C48002344","wikidata":"https://www.wikidata.org/wiki/Q2919644","display_name":"Verification and validation","level":2,"score":0.349700003862381},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.34439998865127563},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.3361000120639801},{"id":"https://openalex.org/C51929080","wikidata":"https://www.wikidata.org/wiki/Q2425187","display_name":"Codebase","level":3,"score":0.3319000005722046},{"id":"https://openalex.org/C202105479","wikidata":"https://www.wikidata.org/wiki/Q265013","display_name":"Software evolution","level":5,"score":0.3278999924659729},{"id":"https://openalex.org/C123551368","wikidata":"https://www.wikidata.org/wiki/Q7122888","display_name":"Package development process","level":5,"score":0.3260999917984009},{"id":"https://openalex.org/C40919944","wikidata":"https://www.wikidata.org/wiki/Q947779","display_name":"Software project management","level":5,"score":0.3230000138282776},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.3116999864578247},{"id":"https://openalex.org/C46110900","wikidata":"https://www.wikidata.org/wiki/Q11702993","display_name":"Software walkthrough","level":5,"score":0.3089999854564667},{"id":"https://openalex.org/C58642233","wikidata":"https://www.wikidata.org/wiki/Q8269924","display_name":"Taxonomy (biology)","level":2,"score":0.3021000027656555},{"id":"https://openalex.org/C51845450","wikidata":"https://www.wikidata.org/wiki/Q1421651","display_name":"Team software process","level":5,"score":0.3012999892234802},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.3000999987125397},{"id":"https://openalex.org/C22680326","wikidata":"https://www.wikidata.org/wiki/Q7444867","display_name":"Secure coding","level":5,"score":0.27869999408721924},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.2718000113964081},{"id":"https://openalex.org/C188329197","wikidata":"https://www.wikidata.org/wiki/Q6554613","display_name":"Software quality analyst","level":5,"score":0.26190000772476196},{"id":"https://openalex.org/C10272871","wikidata":"https://www.wikidata.org/wiki/Q929972","display_name":"Software inspection","level":5,"score":0.2549999952316284},{"id":"https://openalex.org/C2777561058","wikidata":"https://www.wikidata.org/wiki/Q2652119","display_name":"Program comprehension","level":4,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.15871468","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15871468","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,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.15871468","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15871468","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,"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"widespread":[1],"adoption":[2,151],"of":[3,50,62,102,124,149,169,231],"generative":[4],"AI":[5],"(GenAI)":[6],"tools":[7,64,90,186],"such":[8,71,110],"as":[9,72,83],"GitHub":[10,106],"Copilot":[11],"and":[12,34,130,158,181,187,197,223],"ChatGPT":[13],"is":[14,22,211],"transforming":[15],"software":[16,38,69,95,172,233],"development.":[17,173,234],"Since":[18],"generated":[19],"source":[20],"code":[21,75,153],"virtually":[23],"impossible":[24],"to":[25,59,86,192],"distinguish":[26],"from":[27],"manually":[28],"written":[29],"code,":[30],"their":[31,214],"real-world":[32],"usage":[33,136,182],"impact":[35,148,168],"on":[36,138,152,166,171],"open-source":[37,94],"development":[39],"remain":[40],"poorly":[41],"understood.":[42],"In":[43],"this":[44,81],"paper,":[45],"we":[46,97,120,175],"introduce":[47],"the":[48,60,146,167,194,217,228],"concept":[49,82],"self-admitted":[51],"GenAI":[52,63,89,135,150,170,185,210],"usage,":[53],"that":[54,205],"is,":[55],"developers":[56,206],"explicitly":[57],"referring":[58],"use":[61],"for":[65,184,219],"content":[66,128],"creation":[67],"in":[68,155,213,227],"artifacts":[70],"commit":[73],"messages,":[74],"comments,":[76],"or":[77],"project":[78],"documentation.":[79],"Using":[80,115],"a":[84,99,116,122,189],"lens":[85],"study":[87],"how":[88,209],"are":[91],"integrated":[92],"into":[93],"projects,":[96,215],"analyze":[98,176],"curated":[100],"sample":[101],"more":[103],"than":[104],"250,000":[105],"repositories,":[107],"identifying":[108],"1,292":[109],"self-admissions":[111],"across":[112],"156":[113],"repositories.":[114],"mixed":[117],"methods":[118],"approach,":[119],"derive":[121],"taxonomy":[123],"32":[125],"tasks,":[126],"10":[127],"types,":[129],"11":[131],"purposes":[132],"associated":[133],"with":[134,179],"based":[137],"284":[139],"qualitatively":[140],"coded":[141],"mentions.":[142],"We":[143],"then":[144],"examine":[145],"longitudinal":[147],"churn":[154],"151":[156],"repositories":[157],"find":[159],"no":[160],"general":[161],"increase,":[162],"contradicting":[163],"popular":[164],"narratives":[165],"Finally,":[174],"13":[177],"documents":[178],"policies":[180],"guidelines":[183],"conduct":[188],"developer":[190],"survey":[191],"uncover":[193],"ethical,":[195],"legal,":[196],"practical":[198],"concerns":[199],"behind":[200],"them.":[201],"Our":[202],"findings":[203],"reveal":[204],"actively":[207],"manage":[208],"used":[212],"highlighting":[216],"need":[218],"project-level":[220],"transparency,":[221],"attribution,":[222],"quality":[224],"control":[225],"practices":[226],"new":[229],"era":[230],"AI-assisted":[232]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
