{"id":"https://openalex.org/W2987432768","doi":"https://doi.org/10.1038/s42256-019-0113-5","title":"Behavioural evidence for a transparency\u2013efficiency tradeoff in human\u2013machine cooperation","display_name":"Behavioural evidence for a transparency\u2013efficiency tradeoff in human\u2013machine cooperation","publication_year":2019,"publication_date":"2019-11-12","ids":{"openalex":"https://openalex.org/W2987432768","doi":"https://doi.org/10.1038/s42256-019-0113-5","mag":"2987432768"},"language":"en","primary_location":{"id":"doi:10.1038/s42256-019-0113-5","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s42256-019-0113-5","pdf_url":null,"source":{"id":"https://openalex.org/S2912241403","display_name":"Nature Machine Intelligence","issn_l":"2522-5839","issn":["2522-5839"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Machine Intelligence","raw_type":"journal-article"},"type":"article","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/A5028742001","display_name":"Fatimah Ishowo-Oloko","orcid":"https://orcid.org/0000-0003-3011-5047"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Fatimah Ishowo-Oloko","raw_affiliation_strings":["Department of Computer Science, Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0003-3011-5047","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029258117","display_name":"Jean\u2010Fran\u00e7ois Bonnefon","orcid":"https://orcid.org/0000-0002-4959-188X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210092408","display_name":"Toulouse School of Economics","ror":"https://ror.org/00ff5f522","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210092408"]},{"id":"https://openalex.org/I4210120221","display_name":"Max Planck Institute for Human Development","ror":"https://ror.org/02pp7px91","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210120221"]}],"countries":["DE","FR"],"is_corresponding":false,"raw_author_name":"Jean-Fran\u00e7ois Bonnefon","raw_affiliation_strings":["Center for Humans and Machines, Max-Planck Institute for Human Development, Berlin, Germany","Toulouse School of Economics (TSM-R), CNRS, University Toulouse Capitole, Toulouse, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Humans and Machines, Max-Planck Institute for Human Development, Berlin, Germany","institution_ids":["https://openalex.org/I4210120221"]},{"raw_affiliation_string":"Toulouse School of Economics (TSM-R), CNRS, University Toulouse Capitole, Toulouse, France","institution_ids":["https://openalex.org/I4210092408","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077017350","display_name":"Zakariyah Soroye","orcid":null},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Zakariyah Soroye","raw_affiliation_strings":["Department of Computer Science, Khalifa University, Abu Dhabi, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Khalifa University, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059420501","display_name":"Jacob W. Crandall","orcid":"https://orcid.org/0000-0002-5602-4146"},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jacob Crandall","raw_affiliation_strings":["Department of Computer Science, Brigham Young University, Provo, UT, USA"],"raw_orcid":"https://orcid.org/0000-0002-5602-4146","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Brigham Young University, Provo, UT, USA","institution_ids":["https://openalex.org/I100005738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009232244","display_name":"Iyad Rahwan","orcid":"https://orcid.org/0000-0002-1796-4303"},"institutions":[{"id":"https://openalex.org/I4210120221","display_name":"Max Planck Institute for Human Development","ror":"https://ror.org/02pp7px91","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210120221"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Iyad Rahwan","raw_affiliation_strings":["Center for Humans and Machines, Max-Planck Institute for Human Development, Berlin, Germany","The Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0002-1796-4303","affiliations":[{"raw_affiliation_string":"Center for Humans and Machines, Max-Planck Institute for Human Development, Berlin, Germany","institution_ids":["https://openalex.org/I4210120221"]},{"raw_affiliation_string":"The Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007282319","display_name":"Talal Rahwan","orcid":"https://orcid.org/0000-0003-0070-0667"},"institutions":[{"id":"https://openalex.org/I120250893","display_name":"New York University Abu Dhabi","ror":"https://ror.org/00e5k0821","country_code":"AE","type":"education","lineage":["https://openalex.org/I120250893","https://openalex.org/I57206974"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Talal Rahwan","raw_affiliation_strings":["Department of Computer Science, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0003-0070-0667","affiliations":[{"raw_affiliation_string":"Department of Computer Science, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I120250893"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5007282319"],"corresponding_institution_ids":["https://openalex.org/I120250893"],"apc_list":{"value":9750,"currency":"EUR","value_usd":11690},"apc_paid":null,"fwci":19.418,"has_fulltext":false,"cited_by_count":164,"citation_normalized_percentile":{"value":0.99416019,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"1","issue":"11","first_page":"517","last_page":"521"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10646","display_name":"Experimental Behavioral Economics Studies","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10646","display_name":"Experimental Behavioral Economics Studies","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T11252","display_name":"Evolutionary Game Theory and Cooperation","score":0.994700014591217,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/transparency","display_name":"Transparency (behavior)","score":0.7121702432632446},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6664615869522095},{"id":"https://openalex.org/keywords/dilemma","display_name":"Dilemma","score":0.6609011292457581},{"id":"https://openalex.org/keywords/imperfect","display_name":"Imperfect","score":0.5178197026252747},{"id":"https://openalex.org/keywords/compromise","display_name":"Compromise","score":0.5029396414756775},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5020177364349365},{"id":"https://openalex.org/keywords/human-behavior","display_name":"Human behavior","score":0.4877844452857971},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4794239401817322},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4438897371292114},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39760762453079224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37236544489860535},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.18352213501930237},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.11210116744041443},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08956751227378845}],"concepts":[{"id":"https://openalex.org/C2780233690","wikidata":"https://www.wikidata.org/wiki/Q535347","display_name":"Transparency (behavior)","level":2,"score":0.7121702432632446},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6664615869522095},{"id":"https://openalex.org/C2778496695","wikidata":"https://www.wikidata.org/wiki/Q254128","display_name":"Dilemma","level":2,"score":0.6609011292457581},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.5178197026252747},{"id":"https://openalex.org/C46355384","wikidata":"https://www.wikidata.org/wiki/Q726686","display_name":"Compromise","level":2,"score":0.5029396414756775},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5020177364349365},{"id":"https://openalex.org/C117035363","wikidata":"https://www.wikidata.org/wiki/Q3769299","display_name":"Human behavior","level":2,"score":0.4877844452857971},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4794239401817322},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4438897371292114},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39760762453079224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37236544489860535},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.18352213501930237},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.11210116744041443},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08956751227378845},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1038/s42256-019-0113-5","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s42256-019-0113-5","pdf_url":null,"source":{"id":"https://openalex.org/S2912241403","display_name":"Nature Machine Intelligence","issn_l":"2522-5839","issn":["2522-5839"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Machine Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04121730v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04121730","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Nature Machine Intelligence, 2019, vol. 1 (n\u00b0 1), pp.517-521. ⟨10.1038/s42256-019-0113-5⟩","raw_type":"Journal articles"},{"id":"pmh:oai:publications.ut-capitole.fr:33827","is_oa":false,"landing_page_url":"https://publications.ut-capitole.fr/id/eprint/33827/1/s42256-019-0113-5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401603","display_name":"Toulouse Capitole Publications (University Toulouse 1 Capitole)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I3131550300","host_organization_name":"Universit\u00e9 Toulouse-I-Capitole","host_organization_lineage":["https://openalex.org/I3131550300"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322334","display_name":"Khalifa University of Science, Technology and Research","ror":"https://ror.org/05hffr360"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W223308864","https://openalex.org/W1542941925","https://openalex.org/W1979025384","https://openalex.org/W1991418004","https://openalex.org/W2003089824","https://openalex.org/W2012661833","https://openalex.org/W2025490132","https://openalex.org/W2035125790","https://openalex.org/W2040301417","https://openalex.org/W2053616263","https://openalex.org/W2054536819","https://openalex.org/W2070125214","https://openalex.org/W2070850652","https://openalex.org/W2071872312","https://openalex.org/W2081896594","https://openalex.org/W2084235337","https://openalex.org/W2104602264","https://openalex.org/W2105507006","https://openalex.org/W2113546393","https://openalex.org/W2116067849","https://openalex.org/W2120515470","https://openalex.org/W2121067707","https://openalex.org/W2121180068","https://openalex.org/W2129135549","https://openalex.org/W2150479185","https://openalex.org/W2154715890","https://openalex.org/W2155024740","https://openalex.org/W2167062553","https://openalex.org/W2188041332","https://openalex.org/W2236311326","https://openalex.org/W2263936035","https://openalex.org/W2520907836","https://openalex.org/W2604175534","https://openalex.org/W3123335860","https://openalex.org/W3125203539","https://openalex.org/W3125633690","https://openalex.org/W3125978365","https://openalex.org/W3126088866","https://openalex.org/W4251841679","https://openalex.org/W4252566519","https://openalex.org/W4253160053","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2801622120","https://openalex.org/W2164141394","https://openalex.org/W3036524962","https://openalex.org/W4240977217","https://openalex.org/W1967649051","https://openalex.org/W2508088450","https://openalex.org/W2389434635","https://openalex.org/W4214750239","https://openalex.org/W2279908259","https://openalex.org/W2811264706"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":36},{"year":2022,"cited_by_count":24},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2019-11-22T00:00:00"}