{"id":"https://openalex.org/W7165122785","doi":"https://doi.org/10.1007/s43681-026-01118-y","title":"Justifying and evaluating automation: a general method for quantifying the impacts of machine learning on human flourishing","display_name":"Justifying and evaluating automation: a general method for quantifying the impacts of machine learning on human flourishing","publication_year":2026,"publication_date":"2026-06-18","ids":{"openalex":"https://openalex.org/W7165122785","doi":"https://doi.org/10.1007/s43681-026-01118-y"},"language":"en","primary_location":{"id":"doi:10.1007/s43681-026-01118-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s43681-026-01118-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210170699","display_name":"AI and Ethics","issn_l":"2730-5953","issn":["2730-5953","2730-5961"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI and Ethics","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/A5078551690","display_name":"Lorenzo Nericcio","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lorenzo Nericcio","raw_affiliation_strings":["University of California, San Diego, San Diego, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, San Diego, San Diego, United States","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091010426","display_name":"Ryan Jenkins","orcid":"https://orcid.org/0000-0001-9935-2994"},"institutions":[{"id":"https://openalex.org/I149919469","display_name":"California Polytechnic State University","ror":"https://ror.org/001gpfp45","country_code":"US","type":"education","lineage":["https://openalex.org/I149919469"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ryan Jenkins","raw_affiliation_strings":["California Polytechnic State University, San Luis Obispo, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"California Polytechnic State University, San Luis Obispo, United States","institution_ids":["https://openalex.org/I149919469"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5091010426"],"corresponding_institution_ids":["https://openalex.org/I149919469"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.78741405,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":"4","first_page":null,"last_page":null},"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":0.8684999942779541,"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":0.8684999942779541,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.0210999995470047,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.012299999594688416,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/operationalization","display_name":"Operationalization","score":0.6134999990463257},{"id":"https://openalex.org/keywords/normative","display_name":"Normative","score":0.5947999954223633},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5508999824523926},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.47620001435279846},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.4415000081062317},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4307999908924103},{"id":"https://openalex.org/keywords/flourishing","display_name":"Flourishing","score":0.41929998993873596},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.38499999046325684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6581000089645386},{"id":"https://openalex.org/C9354725","wikidata":"https://www.wikidata.org/wiki/Q286017","display_name":"Operationalization","level":2,"score":0.6134999990463257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.611299991607666},{"id":"https://openalex.org/C44725695","wikidata":"https://www.wikidata.org/wiki/Q288156","display_name":"Normative","level":2,"score":0.5947999954223633},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5508999824523926},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.47620001435279846},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4562000036239624},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.4415000081062317},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4307999908924103},{"id":"https://openalex.org/C2781017355","wikidata":"https://www.wikidata.org/wiki/Q5462027","display_name":"Flourishing","level":2,"score":0.41929998993873596},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.38499999046325684},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3675999939441681},{"id":"https://openalex.org/C146047270","wikidata":"https://www.wikidata.org/wiki/Q469666","display_name":"Human\u2013machine system","level":2,"score":0.3630000054836273},{"id":"https://openalex.org/C2781118332","wikidata":"https://www.wikidata.org/wiki/Q430460","display_name":"Capability approach","level":2,"score":0.3617999851703644},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3156000077724457},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.3093000054359436},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.2969000041484833},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2797999978065491},{"id":"https://openalex.org/C95986675","wikidata":"https://www.wikidata.org/wiki/Q185168","display_name":"Quantitative analysis (chemistry)","level":2,"score":0.27489998936653137},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.26649999618530273},{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.26489999890327454},{"id":"https://openalex.org/C2779835924","wikidata":"https://www.wikidata.org/wiki/Q146786","display_name":"Plural","level":2,"score":0.25519999861717224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s43681-026-01118-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s43681-026-01118-y","pdf_url":null,"source":{"id":"https://openalex.org/S4210170699","display_name":"AI and Ethics","issn_l":"2730-5953","issn":["2730-5953","2730-5961"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"AI and Ethics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1496347673","https://openalex.org/W1841127161","https://openalex.org/W1970156854","https://openalex.org/W1984025373","https://openalex.org/W2000167874","https://openalex.org/W2004488968","https://openalex.org/W2008532234","https://openalex.org/W2013856343","https://openalex.org/W2020255863","https://openalex.org/W2035707119","https://openalex.org/W2042851550","https://openalex.org/W2058107732","https://openalex.org/W2077083765","https://openalex.org/W2081731715","https://openalex.org/W2088162340","https://openalex.org/W2095359936","https://openalex.org/W2097875399","https://openalex.org/W2144328377","https://openalex.org/W2148370712","https://openalex.org/W2153803020","https://openalex.org/W2163112570","https://openalex.org/W2163466774","https://openalex.org/W2171757967","https://openalex.org/W2614741637","https://openalex.org/W2759653948","https://openalex.org/W2883566781","https://openalex.org/W2897154134","https://openalex.org/W2961113340","https://openalex.org/W2962059918","https://openalex.org/W2965749257","https://openalex.org/W2994961370","https://openalex.org/W2999451195","https://openalex.org/W3002093512","https://openalex.org/W3006405313","https://openalex.org/W3045509083","https://openalex.org/W3100473510","https://openalex.org/W3183254835","https://openalex.org/W4220951138","https://openalex.org/W4226231530","https://openalex.org/W4239773689","https://openalex.org/W4240580964","https://openalex.org/W4247799989","https://openalex.org/W4283028305","https://openalex.org/W4287262420","https://openalex.org/W4307023446","https://openalex.org/W4311891362","https://openalex.org/W4317748910","https://openalex.org/W4320489965","https://openalex.org/W4390884844","https://openalex.org/W4401798928","https://openalex.org/W4402210751","https://openalex.org/W4409868597"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-19T15:51:49.773706","created_date":"2026-06-19T00:00:00"}