{"id":"https://openalex.org/W7165519073","doi":"https://doi.org/10.1007/s12525-026-00915-x","title":"Episodic oversight in generative AI workflows: A nine-step protocol for preserving human agency (OP-9)","display_name":"Episodic oversight in generative AI workflows: A nine-step protocol for preserving human agency (OP-9)","publication_year":2026,"publication_date":"2026-06-22","ids":{"openalex":"https://openalex.org/W7165519073","doi":"https://doi.org/10.1007/s12525-026-00915-x"},"language":"en","primary_location":{"id":"doi:10.1007/s12525-026-00915-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12525-026-00915-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12525-026-00915-x.pdf","source":{"id":"https://openalex.org/S137519996","display_name":"Electronic Markets","issn_l":"1019-6781","issn":["1019-6781","1422-8890"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Markets","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s12525-026-00915-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103063877","display_name":"Eylem Ta\u015f","orcid":"https://orcid.org/0000-0002-9447-4973"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Eylem Ta\u015f","raw_affiliation_strings":["Informatics, University of Hamburg, Hamburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9447-4973","affiliations":[{"raw_affiliation_string":"Informatics, University of Hamburg, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083990243","display_name":"Lucas Memmert","orcid":null},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Lucas Memmert","raw_affiliation_strings":["Informatics, University of Zurich, Binzm\u00fchlestrasse 14, 8050, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics, University of Zurich, Binzm\u00fchlestrasse 14, 8050, Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5137214107","display_name":"Eva Bittner","orcid":null},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Eva Bittner","raw_affiliation_strings":["Informatics, University of Zurich, Binzm\u00fchlestrasse 14, 8050, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatics, University of Zurich, Binzm\u00fchlestrasse 14, 8050, Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103063877"],"corresponding_institution_ids":["https://openalex.org/I159176309"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75551665,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"36","issue":"1","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":0.48100000619888306,"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":0.48100000619888306,"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.13940000534057617,"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"}},{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.037300001829862595,"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/agency","display_name":"Agency (philosophy)","score":0.7164999842643738},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6722999811172485},{"id":"https://openalex.org/keywords/discretion","display_name":"Discretion","score":0.6570000052452087},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5318999886512756},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5094000101089478},{"id":"https://openalex.org/keywords/german","display_name":"German","score":0.48260000348091125},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.4408999979496002},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4228000044822693}],"concepts":[{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.7164999842643738},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6722999811172485},{"id":"https://openalex.org/C2777632292","wikidata":"https://www.wikidata.org/wiki/Q315515","display_name":"Discretion","level":2,"score":0.6570000052452087},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5318999886512756},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5094000101089478},{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.48260000348091125},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4449999928474426},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.4408999979496002},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42309999465942383},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4228000044822693},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.42160001397132874},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.3953000009059906},{"id":"https://openalex.org/C133112747","wikidata":"https://www.wikidata.org/wiki/Q7251931","display_name":"Protocol analysis","level":2,"score":0.3882000148296356},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.38760000467300415},{"id":"https://openalex.org/C2779356329","wikidata":"https://www.wikidata.org/wiki/Q922625","display_name":"Checklist","level":2,"score":0.3758000135421753},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.3628999888896942},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.36160001158714294},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3086000084877014},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3028999865055084},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.2881999909877777},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.2759999930858612},{"id":"https://openalex.org/C200707436","wikidata":"https://www.wikidata.org/wiki/Q1053211","display_name":"Principal\u2013agent problem","level":3,"score":0.27140000462532043},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.25920000672340393},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2574999928474426},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.2556999921798706}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s12525-026-00915-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12525-026-00915-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12525-026-00915-x.pdf","source":{"id":"https://openalex.org/S137519996","display_name":"Electronic Markets","issn_l":"1019-6781","issn":["1019-6781","1422-8890"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Markets","raw_type":"journal-article"},{"id":"pmh:oai:econstor.eu:10419/341851","is_oa":true,"landing_page_url":"https://hdl.handle.net/10419/341851","pdf_url":null,"source":{"id":"https://openalex.org/S4306401696","display_name":"Econstor (Econstor)","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:article"}],"best_oa_location":{"id":"doi:10.1007/s12525-026-00915-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12525-026-00915-x","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12525-026-00915-x.pdf","source":{"id":"https://openalex.org/S137519996","display_name":"Electronic Markets","issn_l":"1019-6781","issn":["1019-6781","1422-8890"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Electronic Markets","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323381","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7165519073.pdf","grobid_xml":"https://content.openalex.org/works/W7165519073.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W79229537","https://openalex.org/W1542210628","https://openalex.org/W1590813800","https://openalex.org/W1983981789","https://openalex.org/W1984893382","https://openalex.org/W2147449438","https://openalex.org/W2148277253","https://openalex.org/W2167928095","https://openalex.org/W2755246076","https://openalex.org/W2908054631","https://openalex.org/W4225010570","https://openalex.org/W4252412508","https://openalex.org/W4323360545","https://openalex.org/W4388554738","https://openalex.org/W4394591918","https://openalex.org/W4400145548","https://openalex.org/W4400849205","https://openalex.org/W4403839497","https://openalex.org/W4405356889","https://openalex.org/W4406490104","https://openalex.org/W4408070694","https://openalex.org/W4409372777","https://openalex.org/W4410050721","https://openalex.org/W4412055679","https://openalex.org/W4414903203"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Generative":[1],"AI":[2],"is":[3],"embedded":[4],"in":[5,32,117,151],"everyday":[6],"knowledge":[7],"work,":[8],"but":[9],"we":[10,45],"know":[11],"little":[12],"about":[13],"how":[14,47,109,124],"workers":[15],"preserve":[16],"human":[17,115],"agency":[18,116],"when":[19,53,122],"large":[20],"language":[21],"models":[22],"(LLM)":[23],"output":[24],"enters":[25],"real":[26],"deliverables.":[27],"Drawing":[28],"on":[29,62],"15":[30],"interviews":[31],"two":[33],"early-adopting":[34],"German":[35],"tech":[36],"firms":[37],"and":[38,42,51,76,94,102,111,123,129,134,136],"analysis":[39],"of":[40,57],"handbooks":[41],"workflow":[43],"artifacts,":[44],"examine":[46],"professionals":[48],"keep":[49,97],"control":[50],"responsibility":[52],"LLM":[54],"generate":[55],"parts":[56],"their":[58],"work.":[59],"We":[60,83,104],"focus":[61],"three":[63],"phases":[64],"where":[65],"people":[66],"step":[67],"in:":[68],"drafting":[69],"with":[70,81],"the":[71,78,152],"AI,":[72],"refining":[73],"its":[74],"output,":[75],"reviewing":[77],"final":[79],"product":[80],"others.":[82],"derive":[84],"a":[85,139],"nine-step":[86,140],"checklist":[87],"that":[88,144],"specifies":[89],"what":[90],"practices":[91],"to":[92,96],"apply,":[93],"when,":[95],"AI-assisted":[98],"text":[99],"reliable,":[100],"traceable,":[101],"accountable.":[103],"contribute":[105],"by":[106],"(1)":[107],"explaining":[108],"ownership":[110],"discretion":[112],"jointly":[113],"ground":[114],"GenAI":[118],"workflows,":[119],"(2)":[120],"mapping":[121],"judgment":[125],"shifts":[126],"between":[127],"humans":[128],"LLMs":[130],"across":[131],"drafting,":[132],"refining,":[133],"reviewing,":[135],"(3)":[137],"deriving":[138],"Oversight":[141],"Protocol":[142],"(OP-9)":[143],"embeds":[145],"simple":[146],"checks":[147],"at":[148],"key":[149],"points":[150],"workflow.":[153]},"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2026-06-23T00:00:00"}
