{"id":"W4409316512","doi":"10.5210/fm.v30i4.14121","title":"Transfeminist AI governance","year":2025,"lang":"en","type":"article","venue":"First Monday","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Business; Corporate governance; Political science; Process management; Finance","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01408999,0.000521151,0.0003563474,0.00174747,0.005925174,0.009718292,0.001344117,0.002494754,0.004518673],"category_scores_gemma":[0.01228805,0.000254941,0.0005076518,0.001102072,0.07324879,0.01137099,0.007498474,0.005593616,0.0007773075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01021086,"about_ca_system_score_gemma":0.011053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112989,"about_ca_topic_score_gemma":0.01124041,"domain_scores_codex":[0.9849273,0.009343749,0.0004531056,0.001739005,0.002509335,0.001027561],"domain_scores_gemma":[0.9917811,0.002703044,0.0009759333,0.002009414,0.001751072,0.0007794498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004331592,0.000006293227,0.0004411232,0.00002155464,0.00000311831,0.00004229417,0.008030036,0.0002450549,0.0001190987,0.985552,0.0008793762,0.00465573],"study_design_scores_gemma":[0.000008934688,0.00003500221,0.0007425343,0.000186562,0.000007916812,0.0001983667,0.01100737,0.00109022,0.0003149532,0.8301027,0.1562889,0.00001639685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06632082,0.002861585,0.2425355,0.09852172,0.0009544056,0.0002343802,0.00008919472,0.0002631759,0.5882192],"genre_scores_gemma":[0.9492388,0.001157435,0.02481119,0.004846148,0.0002112924,0.0001950529,0.00005075716,0.000121174,0.01936809],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9940748,"threshold_uncertainty_score":0.07451588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471040144986201,"score_gpt":0.3588213838887119,"score_spread":0.3441109824388499,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}