{"id":"W4382982164","doi":"10.1017/gov.2023.18","title":"From Gender Equity to Gendered Assignments? Women and Cabinet Committees in Canada and the United Kingdom","year":2023,"lang":"en","type":"article","venue":"Government and Opposition","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of Cambridge","keywords":"Cabinet (room); Prestige; Equity (law); Politics; Political science; Public administration; Sociology; Law","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003566908,0.00005855409,0.00007912774,0.00002207531,0.0002375827,0.00008947435,0.00004867149,0.00002689394,0.00001927933],"category_scores_gemma":[0.00002350312,0.00004610411,0.000006078808,0.0001237101,0.00006901221,0.00005603477,0.0001099706,0.00004581771,8.547362e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000475394,"about_ca_system_score_gemma":0.0000722371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9095774,"about_ca_topic_score_gemma":0.6503127,"domain_scores_codex":[0.9990283,0.0001358637,0.00009834807,0.000137373,0.0003955598,0.000204588],"domain_scores_gemma":[0.9996737,0.0001188449,0.00003272574,0.00005781516,0.000009010284,0.0001079355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004086385,0.00008190904,0.5608556,0.00006855228,0.0002175685,0.00004491708,0.3288526,0.0004639796,0.002849283,0.07550769,0.01410844,0.01654079],"study_design_scores_gemma":[0.001482187,0.0000206007,0.8928486,0.00001138542,0.00001636237,4.750397e-7,0.08227844,0.001703455,0.0001027189,0.01840006,0.00299245,0.0001433195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948596,0.00002284313,0.00003622741,0.00310909,0.00008838216,0.000208553,0.00006252387,0.000007805404,0.001604917],"genre_scores_gemma":[0.9990222,0.00009250336,0.00001433595,0.0006051566,0.00005759937,0.00002545072,0.00002199583,0.000003546266,0.0001572257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.331993,"threshold_uncertainty_score":0.3560682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06107540725994532,"score_gpt":0.3109236506352062,"score_spread":0.2498482433752609,"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."}}