{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004760356,0.00006990756,0.0001111111,0.00001898694,0.0009849839,0.0001686896,0.000387552,0.0001566698,0.0002945371],"category_scores_gemma":[0.0008104473,0.00007187427,0.00007273407,0.0002841336,0.0002941068,0.0002079554,0.00003047472,0.0002269399,0.00006175915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009558247,"about_ca_system_score_gemma":0.0003314604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003822461,"about_ca_topic_score_gemma":0.002459465,"domain_scores_codex":[0.9991652,0.00005028927,0.0001175864,0.0001427161,0.0002604031,0.0002637918],"domain_scores_gemma":[0.9994276,0.0001712485,0.00002618599,0.0001846076,0.0001069799,0.00008339605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001015823,0.00005873337,0.002084823,0.00002287431,0.00002319313,0.000006348633,0.1622129,0.000004187954,0.00002512125,0.6263084,0.2045197,0.004723488],"study_design_scores_gemma":[0.0001196684,0.00001121825,0.004292185,0.00003787459,0.000007122873,3.22731e-8,0.0005290353,0.000005810363,0.00008794623,0.02314014,0.9716886,0.00008035528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03084365,0.0003927434,0.0001919724,0.3249817,0.0009479685,0.0001501652,0.00002398606,0.0001090503,0.6423588],"genre_scores_gemma":[0.9581711,0.0005958637,0.00007406528,0.004496003,0.0001591251,0.00000695224,0.000001431689,0.000005294736,0.03649021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9273274,"threshold_uncertainty_score":0.7575799,"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."}}