{"id":"https://openalex.org/W4415024195","doi":"https://doi.org/10.1007/s44163-025-00535-y","title":"From LLMs to ethical research: beyond technological enframing","display_name":"From LLMs to ethical research: beyond technological enframing","publication_year":2025,"publication_date":"2025-10-10","ids":{"openalex":"https://openalex.org/W4415024195","doi":"https://doi.org/10.1007/s44163-025-00535-y"},"language":"en","primary_location":{"id":"doi:10.1007/s44163-025-00535-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00535-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00535-y.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00535-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055972138","display_name":"Hugo Letiche","orcid":"https://orcid.org/0000-0002-5866-8826"},"institutions":[{"id":"https://openalex.org/I4210097099","display_name":"Institut des Sciences de la Terre de Paris","ror":"https://ror.org/00xagyq07","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210097099","https://openalex.org/I4210148025"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Hugo Letiche","raw_affiliation_strings":["ISTEC, Paris, France"],"affiliations":[{"raw_affiliation_string":"ISTEC, Paris, France","institution_ids":["https://openalex.org/I4210097099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022295609","display_name":"Michael Lissack","orcid":"https://orcid.org/0000-0001-9767-3620"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Michael Lissack","raw_affiliation_strings":["Second Order Science Foundation and Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Second Order Science Foundation and Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055972138"],"corresponding_institution_ids":["https://openalex.org/I4210097099"],"apc_list":{"value":990,"currency":"EUR","value_usd":1067},"apc_paid":{"value":990,"currency":"EUR","value_usd":1067},"fwci":2.6124,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92130936,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"5","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13851","display_name":"Law, AI, and Intellectual Property","score":0.9958999752998352,"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"}},"topics":[{"id":"https://openalex.org/T13851","display_name":"Law, AI, and Intellectual Property","score":0.9958999752998352,"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/T13643","display_name":"Artificial Intelligence in Law","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/T12755","display_name":"Legal Education and Practice Innovations","score":0.9761999845504761,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/existentialism","display_name":"Existentialism","score":0.8251000046730042},{"id":"https://openalex.org/keywords/experiential-learning","display_name":"Experiential learning","score":0.5163000226020813},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.5005000233650208},{"id":"https://openalex.org/keywords/social-responsibility","display_name":"Social responsibility","score":0.37070000171661377},{"id":"https://openalex.org/keywords/ethical-theories","display_name":"Ethical theories","score":0.35249999165534973},{"id":"https://openalex.org/keywords/moral-responsibility","display_name":"Moral responsibility","score":0.35179999470710754},{"id":"https://openalex.org/keywords/subject-matter","display_name":"Subject matter","score":0.3483999967575073},{"id":"https://openalex.org/keywords/philosophical-analysis","display_name":"Philosophical analysis","score":0.3386000096797943}],"concepts":[{"id":"https://openalex.org/C127882523","wikidata":"https://www.wikidata.org/wiki/Q38066","display_name":"Existentialism","level":2,"score":0.8251000046730042},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.6096000075340271},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.5163000226020813},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.5005000233650208},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.4957999885082245},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.47929999232292175},{"id":"https://openalex.org/C147598955","wikidata":"https://www.wikidata.org/wiki/Q3427818","display_name":"Social responsibility","level":2,"score":0.37070000171661377},{"id":"https://openalex.org/C2910408888","wikidata":"https://www.wikidata.org/wiki/Q9465","display_name":"Ethical theories","level":2,"score":0.35249999165534973},{"id":"https://openalex.org/C111476811","wikidata":"https://www.wikidata.org/wiki/Q5190255","display_name":"Moral responsibility","level":2,"score":0.35179999470710754},{"id":"https://openalex.org/C2992860105","wikidata":"https://www.wikidata.org/wiki/Q7631392","display_name":"Subject matter","level":3,"score":0.3483999967575073},{"id":"https://openalex.org/C2777560498","wikidata":"https://www.wikidata.org/wiki/Q488152","display_name":"Philosophical analysis","level":2,"score":0.3386000096797943},{"id":"https://openalex.org/C95124753","wikidata":"https://www.wikidata.org/wiki/Q875686","display_name":"Environmental ethics","level":1,"score":0.32580000162124634},{"id":"https://openalex.org/C207665656","wikidata":"https://www.wikidata.org/wiki/Q5403493","display_name":"Ethics of technology","level":4,"score":0.3181000053882599},{"id":"https://openalex.org/C2986663376","wikidata":"https://www.wikidata.org/wiki/Q9465","display_name":"Ethical issues","level":2,"score":0.30559998750686646},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29170000553131104},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.28999999165534973},{"id":"https://openalex.org/C2779706800","wikidata":"https://www.wikidata.org/wiki/Q2495354","display_name":"Human enhancement","level":2,"score":0.28940001130104065},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.28600001335144043},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.27390000224113464},{"id":"https://openalex.org/C153997805","wikidata":"https://www.wikidata.org/wiki/Q42240","display_name":"Research ethics","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C139172840","wikidata":"https://www.wikidata.org/wiki/Q7186193","display_name":"Philosophical methodology","level":2,"score":0.26669999957084656},{"id":"https://openalex.org/C41852734","wikidata":"https://www.wikidata.org/wiki/Q1990987","display_name":"Social theory","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C2987857752","wikidata":"https://www.wikidata.org/wiki/Q12147","display_name":"Human health","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.2554999887943268},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.25459998846054077},{"id":"https://openalex.org/C17235551","wikidata":"https://www.wikidata.org/wiki/Q3236990","display_name":"Self","level":2,"score":0.25119999051094055}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s44163-025-00535-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00535-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00535-y.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ba75fe1ee24f4c178e8a1cb9f18ec5c1","is_oa":true,"landing_page_url":"https://doaj.org/article/ba75fe1ee24f4c178e8a1cb9f18ec5c1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Discover Artificial Intelligence, Vol 5, Iss 1, Pp 1-26 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s44163-025-00535-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44163-025-00535-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44163-025-00535-y.pdf","source":{"id":"https://openalex.org/S4210220416","display_name":"Discover Artificial Intelligence","issn_l":"2731-0809","issn":["2731-0809"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415024195.pdf"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W2041064082","https://openalex.org/W3133702157","https://openalex.org/W3198935819","https://openalex.org/W4242584630","https://openalex.org/W4283374828","https://openalex.org/W4311524499","https://openalex.org/W4322729706","https://openalex.org/W4391215636","https://openalex.org/W4394821525","https://openalex.org/W4396569956","https://openalex.org/W4398191155","https://openalex.org/W4405274341"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"This":[1],"paper":[2],"develops":[3],"a":[4,120],"philosophical":[5],"framework":[6],"for":[7,88,100],"understanding":[8,101,157],"Large":[9],"Language":[10],"Model":[11],"(LLM)":[12],"integration":[13,175],"in":[14],"social":[15],"science":[16],"and":[17,26,67,155],"professional":[18],"research":[19,33,116],"through":[20],"the":[21,65,96,165],"lens":[22],"of":[23,57,62,70,80,114,158],"ethical":[24,153],"responsibility":[25,63],"existential":[27,138],"engagement.":[28],"We":[29,161],"argue":[30],"that":[31,173],"contemporary":[32],"practice":[34],"has":[35],"fallen":[36],"into":[37,50],"what":[38,81,146],"Heidegger":[39],"identifies":[40],"as":[41,90],"technological":[42,58,129],"\u201cenframing,\u201d":[43],"where":[44],"efficiency":[45],"metrics":[46],"override":[47],"genuine":[48,156],"inquiry":[49],"human":[51,102,159],"experience.":[52],"Drawing":[53],"on":[54,168],"Heidegger\u2019s":[55],"analysis":[56],"breakdown,":[59],"Levinas\u2019s":[60],"ethics":[61],"to":[64],"Other,":[66],"Juarrero\u2019s":[68],"theory":[69],"enabling":[71,133],"constraints,":[72],"we":[73,82,126],"examine":[74],"how":[75,128],"LLM-based":[76,147],"tools":[77,148],"make":[78],"use":[79],"call":[83],"\u201cRequisite":[84],"Experienced":[85],"Cogency\u201d":[86],"(REC)":[87],"functioning":[89],"computational":[91],"tools,":[92],"but":[93],"fundamentally":[94],"lack":[95],"experiential":[97],"cogency":[98],"needed":[99],"awareness":[103],"or":[104],"producing":[105],"substantive":[106],"meaningful":[107],"insights.":[108],"Through":[109],"an":[110],"extended":[111],"case":[112],"study":[113],"healthcare":[115],"conducted":[117],"by":[118],"Thomas,":[119],"researcher":[121],"with":[122,140,164],"personal":[123],"health":[124],"challenges,":[125],"demonstrate":[127],"limitations":[130,170],"can":[131,179],"become":[132],"constraints":[134],"when":[135],"researchers":[136],"maintain":[137],"engagement":[139],"their":[141],"subject":[142],"matter":[143],"while":[144,171],"acknowledging":[145],"cannot":[149],"provide:":[150],"theoretical":[151],"depth,":[152],"sensitivity,":[154],"complexity.":[160],"engage":[162],"critically":[163],"substantial":[166],"literature":[167],"LLM":[169],"arguing":[172],"appropriate":[174],"within":[176],"clear":[177],"boundaries":[178],"serve":[180],"rather":[181],"than":[182],"undermine":[183],"authentic":[184],"inquiry.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
