{"id":"https://openalex.org/W7166382628","doi":"https://doi.org/10.1007/978-3-032-29760-0_54","title":"Uncertain AI \u2013 Better AI? Effects of Uncertainty Indicators in Collaborative Learning with a Human Peer or an Artificial Intelligence","display_name":"Uncertain AI \u2013 Better AI? Effects of Uncertainty Indicators in Collaborative Learning with a Human Peer or an Artificial Intelligence","publication_year":2026,"publication_date":"2026-06-27","ids":{"openalex":"https://openalex.org/W7166382628","doi":"https://doi.org/10.1007/978-3-032-29760-0_54"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-29760-0_54","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29760-0_54","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104990914","display_name":"Anna Radtke","orcid":"https://orcid.org/0009-0006-6952-7531"},"institutions":[{"id":"https://openalex.org/I4210145955","display_name":"Center for Advanced Internet Studies","ror":"https://ror.org/04445fp84","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I4210145955"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Anna Radtke","raw_affiliation_strings":["Center for Advanced Internet Studies (CAIS), Konrad-Zuse-Str. 2a, 44801, Bochum, Germany"],"raw_orcid":"https://orcid.org/0009-0006-6952-7531","affiliations":[{"raw_affiliation_string":"Center for Advanced Internet Studies (CAIS), Konrad-Zuse-Str. 2a, 44801, Bochum, Germany","institution_ids":["https://openalex.org/I4210145955"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010578389","display_name":"Lenka Schnaubert","orcid":"https://orcid.org/0000-0002-6863-8110"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lenka Schnaubert","raw_affiliation_strings":["School of Education, University of Nottingham, Jubilee Campus, Wollaton Road, Nottingham, NG8 1BB, UK"],"raw_orcid":"https://orcid.org/0000-0002-6863-8110","affiliations":[{"raw_affiliation_string":"School of Education, University of Nottingham, Jubilee Campus, Wollaton Road, Nottingham, NG8 1BB, UK","institution_ids":["https://openalex.org/I142263535"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5104990914"],"corresponding_institution_ids":["https://openalex.org/I4210145955"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84447476,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"536","last_page":"551"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.45840001106262207,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.45840001106262207,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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":0.11209999769926071,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.08739999681711197,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.5440000295639038},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.5421000123023987},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4763999879360199},{"id":"https://openalex.org/keywords/peer-assessment","display_name":"Peer assessment","score":0.4431999921798706},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.40779998898506165},{"id":"https://openalex.org/keywords/social-learning","display_name":"Social learning","score":0.3937999904155731},{"id":"https://openalex.org/keywords/measurement-uncertainty","display_name":"Measurement uncertainty","score":0.37380000948905945},{"id":"https://openalex.org/keywords/group-decision-making","display_name":"Group decision-making","score":0.36899998784065247},{"id":"https://openalex.org/keywords/uncertainty-reduction-theory","display_name":"Uncertainty reduction theory","score":0.3540000021457672}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5990999937057495},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.5440000295639038},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.5421000123023987},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4763999879360199},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4749999940395355},{"id":"https://openalex.org/C53839665","wikidata":"https://www.wikidata.org/wiki/Q2067088","display_name":"Peer assessment","level":2,"score":0.4431999921798706},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.40779998898506165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40139999985694885},{"id":"https://openalex.org/C79416737","wikidata":"https://www.wikidata.org/wiki/Q2305519","display_name":"Social learning","level":2,"score":0.3937999904155731},{"id":"https://openalex.org/C137209882","wikidata":"https://www.wikidata.org/wiki/Q1403517","display_name":"Measurement uncertainty","level":2,"score":0.37380000948905945},{"id":"https://openalex.org/C20701700","wikidata":"https://www.wikidata.org/wiki/Q388791","display_name":"Group decision-making","level":2,"score":0.36899998784065247},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35830000042915344},{"id":"https://openalex.org/C94361409","wikidata":"https://www.wikidata.org/wiki/Q7882500","display_name":"Uncertainty reduction theory","level":2,"score":0.3540000021457672},{"id":"https://openalex.org/C177803969","wikidata":"https://www.wikidata.org/wiki/Q29205","display_name":"Uncertainty analysis","level":2,"score":0.34549999237060547},{"id":"https://openalex.org/C131158328","wikidata":"https://www.wikidata.org/wiki/Q1307337","display_name":"Social influence","level":2,"score":0.3407999873161316},{"id":"https://openalex.org/C138368954","wikidata":"https://www.wikidata.org/wiki/Q215028","display_name":"Peer review","level":2,"score":0.3280999958515167},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.32249999046325684},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3156999945640564},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.3089999854564667},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.30320000648498535},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.30169999599456787},{"id":"https://openalex.org/C2777776026","wikidata":"https://www.wikidata.org/wiki/Q7160405","display_name":"Peer learning","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.29899999499320984},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.28529998660087585},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.2831000089645386},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2793000042438507},{"id":"https://openalex.org/C119469879","wikidata":"https://www.wikidata.org/wiki/Q15514847","display_name":"Uncertainty avoidance","level":4,"score":0.27469998598098755},{"id":"https://openalex.org/C128593788","wikidata":"https://www.wikidata.org/wiki/Q1194193","display_name":"Peer group","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.2662000060081482},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.26269999146461487}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-29760-0_54","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29760-0_54","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W30249826","https://openalex.org/W1991769560","https://openalex.org/W1996548121","https://openalex.org/W2001557538","https://openalex.org/W2003759405","https://openalex.org/W2024338623","https://openalex.org/W2049977003","https://openalex.org/W2102213842","https://openalex.org/W2119158693","https://openalex.org/W2126823518","https://openalex.org/W2137045321","https://openalex.org/W2137091751","https://openalex.org/W2143167710","https://openalex.org/W2150827347","https://openalex.org/W2162417293","https://openalex.org/W2179546564","https://openalex.org/W2337015143","https://openalex.org/W2466461684","https://openalex.org/W2604574451","https://openalex.org/W2761780573","https://openalex.org/W2788256404","https://openalex.org/W2908445895","https://openalex.org/W2950809427","https://openalex.org/W3173912034","https://openalex.org/W3187883263","https://openalex.org/W4200572550","https://openalex.org/W4220938271","https://openalex.org/W4290994954","https://openalex.org/W4317207529","https://openalex.org/W4386844258","https://openalex.org/W4387819669","https://openalex.org/W4388184227","https://openalex.org/W4392239564","https://openalex.org/W4396869797","https://openalex.org/W4399465031","https://openalex.org/W4401171937","https://openalex.org/W4401714277","https://openalex.org/W4405211386","https://openalex.org/W4412572142","https://openalex.org/W4413081633","https://openalex.org/W4414958200","https://openalex.org/W4416077047","https://openalex.org/W6891848766"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-06-28T00:00:00"}
