{"id":"https://openalex.org/W4415056585","doi":"https://doi.org/10.1007/978-3-032-08317-3_11","title":"Too Sure for\u00a0Trust. The Paradoxical Effect of\u00a0Calibrated Confidence in\u00a0Case of\u00a0Uncalibrated Trust in\u00a0Hybrid Decision Making","display_name":"Too Sure for\u00a0Trust. The Paradoxical Effect of\u00a0Calibrated Confidence in\u00a0Case of\u00a0Uncalibrated Trust in\u00a0Hybrid Decision Making","publication_year":2025,"publication_date":"2025-10-11","ids":{"openalex":"https://openalex.org/W4415056585","doi":"https://doi.org/10.1007/978-3-032-08317-3_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-08317-3_11","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-032-08317-3_11","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-032-08317-3_11.pdf","source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-032-08317-3_11.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023849668","display_name":"Federico Cabitza","orcid":"https://orcid.org/0000-0002-4065-3415"},"institutions":[{"id":"https://openalex.org/I4210102377","display_name":"Istituto Clinico Sant'Ambrogio","ror":"https://ror.org/00r7hs904","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210102377"]},{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Federico Cabitza","raw_affiliation_strings":["IRCCS Ospedale Galeazzi-Sant\u2019Ambrogio, Milan, Italy","Universit\u00e0 degli Studi di Milano-Bicocca, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0002-4065-3415","affiliations":[{"raw_affiliation_string":"IRCCS Ospedale Galeazzi-Sant\u2019Ambrogio, Milan, Italy","institution_ids":["https://openalex.org/I4210102377"]},{"raw_affiliation_string":"Universit\u00e0 degli Studi di Milano-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100279642","display_name":"Caterina Fregosi","orcid":"https://orcid.org/0009-0004-7626-8131"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Caterina Fregosi","raw_affiliation_strings":["Universit\u00e0 degli Studi di Milano-Bicocca, Milan, Italy"],"raw_orcid":"https://orcid.org/0009-0004-7626-8131","affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Milano-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035466097","display_name":"Luc\u00eda G\u00f3mez Vicente","orcid":"https://orcid.org/0000-0003-2769-5028"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lucia Vicente","raw_affiliation_strings":["Universit\u00e0 degli Studi di Milano-Bicocca, Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2769-5028","affiliations":[{"raw_affiliation_string":"Universit\u00e0 degli Studi di Milano-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023849668"],"corresponding_institution_ids":["https://openalex.org/I4210102377","https://openalex.org/I66752286"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.55370726,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"233","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14350","display_name":"Innovation, Sustainability, Human-Machine Systems","score":0.8888999819755554,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T14350","display_name":"Innovation, Sustainability, Human-Machine Systems","score":0.8888999819755554,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.886900007724762,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.861299991607666,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/correctness","display_name":"Correctness","score":0.8319000005722046},{"id":"https://openalex.org/keywords/low-confidence","display_name":"Low Confidence","score":0.6554999947547913},{"id":"https://openalex.org/keywords/confidence-interval","display_name":"Confidence interval","score":0.5699999928474426},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5406000018119812},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5092999935150146},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.474700003862381}],"concepts":[{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.8319000005722046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6880999803543091},{"id":"https://openalex.org/C2909755999","wikidata":"https://www.wikidata.org/wiki/Q4751126","display_name":"Low Confidence","level":2,"score":0.6554999947547913},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.5699999928474426},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5406000018119812},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5092999935150146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4805999994277954},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.474700003862381},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.43689998984336853},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42570000886917114},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.3804999887943268},{"id":"https://openalex.org/C48444904","wikidata":"https://www.wikidata.org/wiki/Q4116378","display_name":"Self-confidence","level":2,"score":0.37630000710487366},{"id":"https://openalex.org/C96640997","wikidata":"https://www.wikidata.org/wiki/Q5163004","display_name":"Conservatism","level":3,"score":0.3010999858379364},{"id":"https://openalex.org/C189216375","wikidata":"https://www.wikidata.org/wiki/Q1127759","display_name":"Cognitive bias","level":3,"score":0.2935999929904938},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28209999203681946},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2766999900341034},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.27219998836517334},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.2689000070095062},{"id":"https://openalex.org/C118147538","wikidata":"https://www.wikidata.org/wiki/Q1126970","display_name":"Metacognition","level":3,"score":0.2615000009536743}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-032-08317-3_11","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-032-08317-3_11","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-032-08317-3_11.pdf","source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:portal.dialnet.es:doc/690fb0259d779071e7cc2e41","is_oa":true,"landing_page_url":"https://investigacion.unirioja.es/documentos/690fb0259d779071e7cc2e41","pdf_url":null,"source":{"id":"https://openalex.org/S4306402551","display_name":"RIUR (Universidad de La Rioja)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I3032752892","host_organization_name":"Universidad Internacional de La Rioja","host_organization_lineage":["https://openalex.org/I3032752892"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1007/978-3-032-08317-3_11","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-032-08317-3_11","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-032-08317-3_11.pdf","source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6319888261","display_name":null,"funder_award_id":"PRIN PNRR 2022","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6728610386","display_name":null,"funder_award_id":"H53D23008090001","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4415056585.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1989943453","https://openalex.org/W2080441299","https://openalex.org/W2091416687","https://openalex.org/W2098824882","https://openalex.org/W2132581821","https://openalex.org/W2161054318","https://openalex.org/W2239538805","https://openalex.org/W2963374347","https://openalex.org/W2979893369","https://openalex.org/W2984353433","https://openalex.org/W2996480032","https://openalex.org/W2999637955","https://openalex.org/W3007702218","https://openalex.org/W3103751997","https://openalex.org/W3125701840","https://openalex.org/W3199747482","https://openalex.org/W4234570556","https://openalex.org/W4296982335","https://openalex.org/W4306809523","https://openalex.org/W4309944697","https://openalex.org/W4319339070","https://openalex.org/W4323565362","https://openalex.org/W4360991389","https://openalex.org/W4366547500","https://openalex.org/W4387185367","https://openalex.org/W4387541313","https://openalex.org/W4396230888","https://openalex.org/W4396832313","https://openalex.org/W4401642185","https://openalex.org/W4403839497","https://openalex.org/W4406779427","https://openalex.org/W4413135150"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Advances":[1],"in":[2,10,13,118,183,218],"artificial":[3],"intelligence":[4,270],"(AI)":[5],"have":[6],"shown":[7],"significant":[8,181],"potential":[9],"supporting":[11],"decision-making":[12,73,275],"high-stakes":[14],"domains":[15,284],"such":[16,231,285],"as":[17,36,286],"medical":[18,119],"diagnostics,":[19],"where":[20],"accuracy":[21],"and":[22,54,100,115,190,193,206,222,239,276],"reliability":[23],"are":[24,80],"crucial.":[25],"In":[26],"this":[27],"context,":[28],"presenting":[29,90],"AI-generated":[30],"confidence":[31,49,71,98,189,214,248],"levels":[32,215,249],"has":[33],"been":[34],"proposed":[35],"a":[37,132,146,161,232],"strategy":[38,199],"to":[39,154,178,195,200,245],"promote":[40],"appropriate":[41,184],"reliance":[42,221],"on":[43,72],"AI":[44,53,70,91,137,166,240,281],"systems,":[45],"assuming":[46],"both":[47,187],"perfect":[48],"calibration":[50,258],"of":[51,58,64,69,89,123,136,141,143,268,280],"the":[52,62,152,165,179,188,266,278],"optimally":[55],"calibrated":[56,97],"trust":[57],"human":[59,238],"decision-makers.":[60],"However,":[61],"impact":[63],"providing":[65,174,213,228],"users":[66],"with":[67,96,102,131,253],"indications":[68],"remains":[74],"underexplored":[75],"when":[76,230,237],"these":[77],"ideal":[78],"conditions":[79],"not":[81,227],"met.":[82],"This":[83,261],"study":[84,262],"examines":[85],"how":[86],"different":[87],"ways":[88],"support\u2014through":[92],"recommendations":[93,95,101],"alone,":[94],"scores,":[99],"explicit":[103],"correctness":[104,175],"feedback":[105,176],"(as":[106],"an":[107,127,197],"ideally":[108],"extreme":[109],"baseline":[110],"condition)\u2014influence":[111],"diagnostic":[112,129,157,274],"accuracy,":[113],"reliance,":[114,185],"cognitive":[116],"biases":[117],"students.":[120],"A":[121],"total":[122],"222":[124],"participants":[125,153],"completed":[126],"image-based":[128],"task":[130],"misaligned":[133],"mental":[134],"model":[135],"behavior":[138],"(a":[139],"kind":[140],"\u2018theory":[142],"mind\u2019),":[144],"reflecting":[145],"knowledge":[147,202,233,241],"mismatch":[148,234],"induced":[149],"by":[150],"instructing":[151],"consider":[155],"two":[156],"criteria":[158],"while":[159],"ignoring":[160],"third":[162],"one":[163],"that":[164,212,272],"system":[167],"correctly":[168],"applied.":[169],"Results":[170],"showed":[171],"that,":[172],"unsurprisingly,":[173],"led":[177],"most":[180],"improvement":[182],"outperforming":[186],"advice-only":[191],"conditions,":[192],"proving":[194],"be":[196,243,246,251],"optimal":[198],"reduce":[201],"mismatches":[203],"between":[204],"humans":[205],"machines.":[207],"More":[208],"interestingly,":[209],"we":[210],"found":[211],"can":[216],"result":[217],"significantly":[219],"worse":[220],"more":[223],"conservatism":[224],"bias":[225],"than":[226],"them":[229],"exists.":[235],"Therefore,":[236],"cannot":[242],"assumed":[244],"aligned,":[247],"should":[250],"presented":[252],"caution,":[254],"even":[255],"if":[256],"their":[257],"is":[259],"assured.":[260],"provides":[263],"insights":[264],"into":[265,282],"design":[267],"hybrid":[269],"systems":[271],"enhance":[273],"supports":[277],"integration":[279],"critical":[283],"healthcare.":[287]},"counts_by_year":[],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-11T00:00:00"}
