{"id":"W3130943246","doi":"10.5539/res.v13n1p77","title":"Women's Leadership in Local Government","year":2021,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Representation (politics); Politics; Voting; Government (linguistics); Position (finance); Work (physics); Public administration; Political science; Local government; General election; Public relations; Demographic economics; Psychology; Business; Economics; Law; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003187679,0.00006304467,0.0002401337,0.00001585379,0.0001035328,0.00001624979,0.0001634397,0.00001057664,0.0002739576],"category_scores_gemma":[0.003153182,0.00005445603,0.0000526601,0.0003799688,0.0003568536,0.00007704477,0.0001114947,0.00009248975,0.00009823067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744394,"about_ca_system_score_gemma":0.0001936623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001677093,"about_ca_topic_score_gemma":0.000216747,"domain_scores_codex":[0.9976335,0.001127407,0.0002829969,0.0001411231,0.0005203775,0.0002945886],"domain_scores_gemma":[0.9994038,0.0001897165,0.00007119037,0.0001432026,0.0001140583,0.00007800619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003028398,0.0009191044,0.003529719,0.03200078,0.0004597376,0.000365505,0.06870317,0.000002825929,0.0002702768,0.3267363,0.179675,0.3873073],"study_design_scores_gemma":[0.00008994174,0.00001737921,0.001960083,0.002514066,0.000004457603,7.882663e-7,0.02728617,1.139005e-7,0.00002368127,0.00009727288,0.96794,0.00006602552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.006593201,0.3187887,0.00003002106,0.043578,0.0001089932,0.0002189763,0.00001342843,0.00002248273,0.6306462],"genre_scores_gemma":[0.4158476,0.5551412,0.00009971913,0.005424045,0.0001846032,0.00001808529,0.000002170354,0.00000934188,0.02327328],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.788265,"threshold_uncertainty_score":0.3774881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4973699804242036,"score_gpt":0.4658092689888721,"score_spread":0.0315607114353314,"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."}}