{"id":"W3125214197","doi":"10.5840/em2018431118","title":"Gender Ideology Leads to Gender Confusion","year":2018,"lang":"en","type":"article","venue":"Ethics & Medics","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Confusion; Gender studies; Expression (computer science); Legislation; Identity (music); Gender identity; Sociology; Political science; Politics; Psychology; Law; Psychoanalysis; Aesthetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002307129,0.00008881497,0.0001165753,0.00008337756,0.0007158582,0.00003831683,0.000246821,0.0004256539,0.0007980059],"category_scores_gemma":[0.001704783,0.00008226241,0.0000417322,0.0002150088,0.0008315209,0.000055261,0.00009741352,0.0004928298,0.000499558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006572416,"about_ca_system_score_gemma":0.0007911388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459531,"about_ca_topic_score_gemma":0.002150745,"domain_scores_codex":[0.9979439,0.0003830827,0.0001944318,0.0002511585,0.0007921414,0.0004352824],"domain_scores_gemma":[0.9986032,0.0003508228,0.00005460095,0.0002164365,0.0004661193,0.000308884],"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":[0.000006556607,0.00002936275,0.005443341,0.00001552839,0.00001746268,0.000007204961,0.3330547,0.000005521814,0.0009356387,0.6371201,0.02203912,0.001325404],"study_design_scores_gemma":[0.0004483639,0.0001281353,0.01806721,0.00001712657,0.00004505899,0.000006625823,0.03362366,0.0001209851,0.00140187,0.2278965,0.7178857,0.0003587535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.335748,0.0002171476,0.02894663,0.08578666,0.008438839,0.0005481029,0.00000914594,0.0001985438,0.540107],"genre_scores_gemma":[0.9807505,0.0001202356,0.001100259,0.01260753,0.001961527,0.000007201393,0.000006825278,0.00001241249,0.003433521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6958466,"threshold_uncertainty_score":0.8737605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1966173289782346,"score_gpt":0.460577826844713,"score_spread":0.2639604978664785,"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."}}