{"id":"https://openalex.org/W4283159495","doi":"https://doi.org/10.1145/3531146.3533110","title":"The Model Card Authoring Toolkit: Toward Community-centered, Deliberation-driven AI Design","display_name":"The Model Card Authoring Toolkit: Toward Community-centered, Deliberation-driven AI Design","publication_year":2022,"publication_date":"2022-06-20","ids":{"openalex":"https://openalex.org/W4283159495","doi":"https://doi.org/10.1145/3531146.3533110"},"language":"en","primary_location":{"id":"doi:10.1145/3531146.3533110","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3531146.3533110","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3531146.3533110","source":{"id":"https://openalex.org/S4363608463","display_name":"2022 ACM Conference on Fairness, Accountability, and Transparency","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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 ACM Conference on Fairness Accountability and Transparency","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3531146.3533110","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101403827","display_name":"Hong Shen","orcid":"https://orcid.org/0000-0002-5364-3718"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hong Shen","raw_affiliation_strings":["Carnegie Mellon University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101914663","display_name":"Leijie Wang","orcid":"https://orcid.org/0009-0007-2441-6018"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leijie Wang","raw_affiliation_strings":["Tsinghua University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067411025","display_name":"Wesley Hanwen Deng","orcid":"https://orcid.org/0000-0003-3375-5285"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wesley H. Deng","raw_affiliation_strings":["Carnegie Mellon University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061721670","display_name":"Ciell Brusse","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ciell Brusse","raw_affiliation_strings":["Dutch Wikipedia, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dutch Wikipedia, Netherlands","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022469459","display_name":"Ronald Velgersdijk","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ronald Velgersdijk","raw_affiliation_strings":["Dutch Wikipedia, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dutch Wikipedia, Netherlands","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051842323","display_name":"Haiyi Zhu","orcid":"https://orcid.org/0000-0001-7271-9100"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haiyi Zhu","raw_affiliation_strings":["Carnegie Mellon University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101403827"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":3.7297,"has_fulltext":true,"cited_by_count":43,"citation_normalized_percentile":{"value":0.92805755,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"440","last_page":"451"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9980000257492065,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9980000257492065,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T12128","display_name":"AI in Service Interactions","score":0.98580002784729,"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/computer-science","display_name":"Computer science","score":0.751900315284729},{"id":"https://openalex.org/keywords/deliberation","display_name":"Deliberation","score":0.6907287836074829},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5158304572105408},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.38583874702453613}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.751900315284729},{"id":"https://openalex.org/C2776946740","wikidata":"https://www.wikidata.org/wiki/Q358652","display_name":"Deliberation","level":3,"score":0.6907287836074829},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5158304572105408},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.38583874702453613},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3531146.3533110","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3531146.3533110","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3531146.3533110","source":{"id":"https://openalex.org/S4363608463","display_name":"2022 ACM Conference on Fairness, Accountability, and Transparency","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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 ACM Conference on Fairness Accountability and Transparency","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3531146.3533110","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3531146.3533110","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3531146.3533110","source":{"id":"https://openalex.org/S4363608463","display_name":"2022 ACM Conference on Fairness, Accountability, and Transparency","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":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 ACM Conference on Fairness Accountability and Transparency","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G4209333995","display_name":null,"funder_award_id":"2000782","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4480459913","display_name":null,"funder_award_id":"CNS-1952085","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5786289080","display_name":null,"funder_award_id":"1952085","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7304765949","display_name":"CHS:Small: Incorporating and Balancing Stakeholder Values in Algorithm Design","funder_award_id":"2001851","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8582460389","display_name":null,"funder_award_id":"2000782, 1952085, 1939606","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283159495.pdf","grobid_xml":"https://content.openalex.org/works/W4283159495.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W409344806","https://openalex.org/W643384237","https://openalex.org/W1819662813","https://openalex.org/W1972619662","https://openalex.org/W1979290264","https://openalex.org/W2058236194","https://openalex.org/W2118110456","https://openalex.org/W2119188105","https://openalex.org/W2123458876","https://openalex.org/W2164192036","https://openalex.org/W2730550703","https://openalex.org/W2774366533","https://openalex.org/W2786242872","https://openalex.org/W2808105152","https://openalex.org/W2889357760","https://openalex.org/W2891340972","https://openalex.org/W2897042519","https://openalex.org/W2897702578","https://openalex.org/W2898851569","https://openalex.org/W2898911770","https://openalex.org/W2899346237","https://openalex.org/W2900379068","https://openalex.org/W2914202940","https://openalex.org/W2942227409","https://openalex.org/W2947160886","https://openalex.org/W2956281901","https://openalex.org/W2974817986","https://openalex.org/W2985011762","https://openalex.org/W2998862821","https://openalex.org/W3001754608","https://openalex.org/W3001807593","https://openalex.org/W3002582836","https://openalex.org/W3013418989","https://openalex.org/W3014972121","https://openalex.org/W3032875465","https://openalex.org/W3040025862","https://openalex.org/W3094328607","https://openalex.org/W3100046612","https://openalex.org/W3100279624","https://openalex.org/W3101038122","https://openalex.org/W3101427066","https://openalex.org/W3105435131","https://openalex.org/W3122548859","https://openalex.org/W3122939459","https://openalex.org/W3126632784","https://openalex.org/W3134210117","https://openalex.org/W3135184438","https://openalex.org/W3160887439","https://openalex.org/W3160967115","https://openalex.org/W3161290911","https://openalex.org/W3162490344","https://openalex.org/W3163696583","https://openalex.org/W3173440287","https://openalex.org/W3205290952","https://openalex.org/W3212368439","https://openalex.org/W4226099958","https://openalex.org/W4248633940","https://openalex.org/W4254943578","https://openalex.org/W4288086175","https://openalex.org/W4288359825","https://openalex.org/W6638208828","https://openalex.org/W6835209979"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2753773138","https://openalex.org/W3204354834","https://openalex.org/W6292469","https://openalex.org/W2801092833","https://openalex.org/W2901193592","https://openalex.org/W2118566385","https://openalex.org/W156167186"],"abstract_inverted_index":{"There":[0],"have":[1],"been":[2],"increasing":[3],"calls":[4],"for":[5,128,194,199],"centering":[6],"impacted":[7],"communities":[8,114],"-both":[9],"online":[10,113],"and":[11,35,47,73,83,116,119,174,178,181],"offline":[12],"-in":[13],"the":[14,17,28,40,59,85,105,126,147,150,157,160,176,192],"design":[15,201,206],"of":[16,31,42,77,97,104,108,149,159],"AI":[18,167,200],"systems":[19],"that":[20,66,87,146],"will":[21],"be":[22],"deployed":[23],"in":[24,111,137,184],"their":[25,91,138,185],"communities.":[26],"However,":[27],"complicated":[29],"nature":[30],"a":[32,64,75,95,129,195],"community's":[33],"goals":[34,165],"needs,":[36],"as":[37,39,202,204],"well":[38,203],"complexity":[41],"AI's":[43],"development":[44],"procedures,":[45],"outputs,":[46],"potential":[48,205],"impacts,":[49],"often":[50],"prevents":[51],"effective":[52],"participation.":[53],"In":[54],"this":[55],"paper,":[56],"we":[57,99,190],"present":[58],"Model":[60,151],"Card":[61,152],"Authoring":[62,153],"Toolkit,":[63],"toolkit":[65],"supports":[67],"community":[68,164,170,187],"members":[69,171],"to":[70,172],"understand,":[71],"navigate":[72],"negotiate":[74,175],"spectrum":[76],"machine":[78,130],"learning":[79,131],"models":[80],"via":[81],"deliberation":[82],"pick":[84],"ones":[86],"best":[88],"align":[89],"with":[90],"collective":[92,180],"values.":[93],"Through":[94],"series":[96],"workshops,":[98],"conduct":[100],"an":[101],"empirical":[102],"investigation":[103],"initial":[106],"effectiveness":[107],"our":[109,122],"approach":[110,198],"two":[112],"-English":[115],"Dutch":[117],"Wikipedia,":[118],"document":[120],"how":[121],"participants":[123],"collectively":[124],"set":[125],"threshold":[127],"based":[132],"quality":[133],"prediction":[134],"system":[135],"used":[136],"communities'":[139],"content":[140],"moderation":[141],"applications.":[142],"Our":[143],"results":[144],"suggest":[145],"use":[148],"Toolkit":[154],"helps":[155],"improve":[156],"understanding":[158],"trade-offs":[161],"across":[162],"multiple":[163],"on":[166],"design,":[168],"engage":[169],"discuss":[173,191],"trade-offs,":[177],"facilitate":[179],"informed":[182],"decision-making":[183],"own":[186],"contexts.":[188],"Finally,":[189],"challenges":[193],"community-centered,":[196],"deliberation-driven":[197],"implications.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":14}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
