{"id":"W4280620206","doi":"10.1017/s1743923x22000149","title":"Gender Is Not a Proxy: Race and Intersectionality in Legislative Recruitment","year":2022,"lang":"en","type":"article","venue":"Politics & Gender","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"University of Toronto; Canada Research Chairs","keywords":"Intersectionality; Legislature; Proxy (statistics); Politics; Race (biology); Representation (politics); White (mutation); Political science; Gender studies; Sociology; Law","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":[0.0006557518,0.0001074317,0.0001333014,0.0001282793,0.000626235,0.00005694481,0.0001228089,0.00005019745,0.0005327676],"category_scores_gemma":[0.00005750236,0.0001172205,0.00005227921,0.0001915247,0.0001832511,0.0001013233,0.0001711378,0.0002303451,0.000008661668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005507898,"about_ca_system_score_gemma":0.0003713252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005742369,"about_ca_topic_score_gemma":0.0001725357,"domain_scores_codex":[0.9980744,0.000411553,0.0002242557,0.0003162073,0.0005155182,0.00045804],"domain_scores_gemma":[0.9994643,0.00009567154,0.00007232003,0.0001494365,0.00007253286,0.0001457031],"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":[0.00001017765,0.0001579998,0.04058508,0.0000201905,0.00005627792,0.000008917466,0.4284863,0.00004752272,0.00005466572,0.5279542,0.002314024,0.0003046692],"study_design_scores_gemma":[0.001071832,0.00006402164,0.1073365,0.000005371038,0.00004461806,0.00001682618,0.2618204,0.0007322771,0.0003710109,0.2991556,0.3289064,0.0004752337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7490862,0.0003478175,0.0005486599,0.01100936,0.001426945,0.001547646,0.0001687534,0.00007638513,0.2357883],"genre_scores_gemma":[0.9907181,0.00003431012,0.0002104848,0.002020823,0.0001825371,0.000179586,0.00001123795,0.00001222092,0.006630696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3265924,"threshold_uncertainty_score":0.8680782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2089197699584148,"score_gpt":0.4110593581514884,"score_spread":0.2021395881930736,"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."}}