{"id":"W4411934567","doi":"10.32920/29464631","title":"A feminist framework for urban AI governance: addressing challenges for public–private partnerships","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Public administration; Business; Political science; Environmental planning; Geography; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01267899,0.0006521555,0.0004191699,0.001886532,0.01125569,0.01569937,0.002004772,0.005234623,0.008815041],"category_scores_gemma":[0.006979893,0.0004012564,0.000518035,0.001715458,0.06763898,0.01115859,0.008666071,0.005430542,0.0008156808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0193295,"about_ca_system_score_gemma":0.01534139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02268824,"about_ca_topic_score_gemma":0.02359367,"domain_scores_codex":[0.9886401,0.008089397,0.0001466452,0.0007706011,0.001146267,0.001207101],"domain_scores_gemma":[0.9943179,0.003531086,0.0004215305,0.000470791,0.0006594223,0.0005992862],"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":[9.207317e-7,0.000001577564,0.00003883398,0.000005004908,3.667821e-7,0.00001775232,0.002362182,0.0001194361,0.00001060961,0.9961839,0.000576478,0.000682923],"study_design_scores_gemma":[0.000007195401,0.000007848039,0.0001633428,0.000101008,0.000002157215,0.00005775433,0.0126372,0.0007950764,0.0001249885,0.8242136,0.1618807,0.000009182246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01844146,0.002672675,0.1280437,0.2056833,0.0004908568,0.0001891914,0.0001773719,0.00007699818,0.6442244],"genre_scores_gemma":[0.9164908,0.001688966,0.02119657,0.008271887,0.0003611692,0.0004878652,0.00006550688,0.0000969144,0.05134033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02268824,"threshold_uncertainty_score":0.140246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2203805948115335,"score_gpt":0.3223778445303326,"score_spread":0.1019972497187991,"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."}}