{"id":"https://openalex.org/W7225638974","doi":"https://doi.org/10.31234/osf.io/jfpgu_v3","title":"Trusting the Machine: Separating Trust in GenAI Authors from Trust in Their Content","display_name":"Trusting the Machine: Separating Trust in GenAI Authors from Trust in Their Content","publication_year":2026,"publication_date":"2026-11-10","ids":{"openalex":"https://openalex.org/W7225638974","doi":"https://doi.org/10.31234/osf.io/jfpgu_v3"},"language":"en","primary_location":{"id":"doi:10.31234/osf.io/jfpgu_v3","doi":"https://doi.org/10.31234/osf.io/jfpgu_v3","is_oa":true,"landing_page_url":"https://doi.org/10.31234/osf.io/jfpgu_v3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401687","display_name":"PsyArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.31234/osf.io/jfpgu_v3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161347548","display_name":"Caroline Simpson","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Caroline Simpson","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009621104","display_name":"Clara Colombatto","orcid":"https://orcid.org/0000-0003-3293-8741","observed_orcids":["https://orcid.org/0000-0003-3293-8741"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Clara Colombatto","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-3293-8741","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5082356616","display_name":"Jonathan Albert Fugelsang","orcid":"https://orcid.org/0000-0002-6342-7023","observed_orcids":["https://orcid.org/0000-0002-6342-7023"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jonathan Albert Fugelsang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"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/T10709","display_name":"Social Robot Interaction and HRI","score":0.8720999956130981,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10709","display_name":"Social Robot Interaction and HRI","score":0.8720999956130981,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.019999999552965164,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.017000000923871994,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-ai","display_name":"generative AI","score":0.9580000042915344},{"id":"https://openalex.org/keywords/trust-in-ai","display_name":"trust in AI","score":0.6200000047683716},{"id":"https://openalex.org/keywords/anthropomorphism","display_name":"anthropomorphism","score":0.9179999828338623},{"id":"https://openalex.org/keywords/ai-chatbots","display_name":"AI chatbots","score":0.6460000276565552},{"id":"https://openalex.org/keywords/science-communication","display_name":"science communication","score":0.6539999842643738},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"trustworthiness","score":0.46799999475479126}],"concepts":[{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.7809000015258789},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6988000273704529},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.6449000239372253},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.6273999810218811},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.49140000343322754},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.4650000035762787},{"id":"https://openalex.org/C2779041454","wikidata":"https://www.wikidata.org/wiki/Q870780","display_name":"Chatbot","level":2,"score":0.3634999990463257},{"id":"https://openalex.org/C17822864","wikidata":"https://www.wikidata.org/wiki/Q6007588","display_name":"Impression formation","level":4,"score":0.34950000047683716},{"id":"https://openalex.org/C63477270","wikidata":"https://www.wikidata.org/wiki/Q2915979","display_name":"Dictator game","level":2,"score":0.295199990272522},{"id":"https://openalex.org/C129484327","wikidata":"https://www.wikidata.org/wiki/Q177603","display_name":"Social perception","level":3,"score":0.29490000009536743},{"id":"https://openalex.org/C2779267917","wikidata":"https://www.wikidata.org/wiki/Q170028","display_name":"Deception","level":2,"score":0.2935999929904938},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.28790000081062317},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.27410000562667847},{"id":"https://openalex.org/C162446236","wikidata":"https://www.wikidata.org/wiki/Q653137","display_name":"Content analysis","level":2,"score":0.2712000012397766},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.26809999346733093},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.2547000050544739}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.31234/osf.io/jfpgu_v3","doi":"https://doi.org/10.31234/osf.io/jfpgu_v3","is_oa":true,"landing_page_url":"https://doi.org/10.31234/osf.io/jfpgu_v3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401687","display_name":"PsyArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.31234/osf.io/jfpgu_v3","doi":"https://doi.org/10.31234/osf.io/jfpgu_v3","is_oa":true,"landing_page_url":"https://doi.org/10.31234/osf.io/jfpgu_v3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401687","display_name":"PsyArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7111564852","https://openalex.org/W4415261222","https://openalex.org/W7127204814","https://openalex.org/W4386555737","https://openalex.org/W7222536482","https://openalex.org/W7139947460","https://openalex.org/W4399209136","https://openalex.org/W7148841354","https://openalex.org/W7213423787","https://openalex.org/W7212289027"],"abstract_inverted_index":{"As":[0],"Generative":[1],"Artificial":[2],"Intelligence":[3],"(GenAI)":[4],"becomes":[5],"more":[6,173,183,232],"sophisticated":[7],"and":[8,76,138,185,198,208,246],"widespread,":[9],"it":[10,43,236],"matters":[11],"how":[12],"its":[13],"perceived":[14,26],"humanness":[15,225],"affects":[16,38],"trust.":[17,135,190],"Previous":[18],"work":[19],"shows":[20],"that":[21,167,200,220],"anthropomorphism":[22,148],"increases":[23],"an":[24,29,34,61,223],"agent\u2019s":[25],"trustworthiness":[27,70],"as":[28,164],"advisor.":[30],"We":[31],"asked":[32],"whether":[33],"author\u2019s":[35,224],"presentation":[36],"also":[37,111],"trust":[39,120,194,210,228],"in":[40,45,113,147,214,229,234],"the":[41,69,72,77,87,131,165,201,230,239],"information":[42],"produces":[44],"a":[46,54,92,104,160],"non-advisory":[47],"role.":[48],"In":[49,81,150],"two":[50,202],"experiments,":[51],"participants":[52,157],"read":[53],"science":[55],"communication":[56],"blog":[57],"post":[58,88],"attributed":[59,90],"to":[60,91,103,222],"author":[62,73,94,119,189,231],"with":[63,96,159],"varying":[64],"anthropomorphic":[65,100,176,184],"cues.":[66,177],"They":[67],"rated":[68,182],"of":[71],"(author":[74],"trust)":[75],"content":[78,134,193,209],"(content":[79],"trust).":[80],"Experiment":[82,151],"1":[83],"(N":[84,153],"=":[85,154],"270),":[86],"was":[89,127,181,196,205],"GenAI":[93,123,140,161,247],"described":[95],"low":[97],"or":[98,102,172],"high":[99],"cues,":[101],"human":[105,108,245],"expert.":[106],"The":[107,136,178],"author,":[109,166],"who":[110],"differed":[112,204],"implied":[114],"professional":[115],"expertise,":[116],"received":[117,186],"higher":[118,188],"than":[121,130,233],"either":[122],"author.":[124],"This":[125],"effect":[126,132,195],"reliably":[128,144],"larger":[129],"on":[133],"low-":[137],"high-cue":[139,179],"authors":[141],"did":[142],"not":[143],"differ,":[145],"including":[146],"ratings.":[149],"2":[152],"148,":[155],"preregistered),":[156],"chatted":[158],"chatbot,":[162],"presented":[163],"used":[168],"fewer":[169],"(low":[170],"condition)":[171,175],"(high":[174],"chatbot":[180],"modestly":[187],"No":[191],"reliable":[192],"detected,":[197],"evidence":[199,241],"effects":[203],"inconclusive.":[206],"Author":[207],"were":[211],"strongly":[212],"correlated":[213],"both":[215],"experiments.":[216],"These":[217],"results":[218],"suggest":[219],"cues":[221],"may":[226],"shape":[227],"what":[235],"communicates,":[237],"although":[238],"clearest":[240],"came":[242],"from":[243],"comparing":[244],"authors.":[248]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-11-10T00:00:00"}