{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002420071,0.0001280267,0.0001779488,0.0007639509,0.002367784,0.003697551,0.0004090068,0.0008653917,0.008474582],"category_scores_gemma":[0.002750344,0.0001105316,0.0001342659,0.002006922,0.004358366,0.001760459,0.002242803,0.0007496593,0.0009881594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004603231,"about_ca_system_score_gemma":0.005359609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01405953,"about_ca_topic_score_gemma":0.03936668,"domain_scores_codex":[0.9967528,0.002300637,0.00004874584,0.0001343744,0.0002487939,0.0005146296],"domain_scores_gemma":[0.998704,0.0004519407,0.0002424728,0.00003790297,0.0001591689,0.000404465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001043311,0.0002033364,0.04054112,0.003851523,0.00005567852,0.001607217,0.1234624,0.0003389354,0.0005251257,0.2388754,0.1274522,0.4629826],"study_design_scores_gemma":[0.00001628729,0.00008715002,0.03559446,0.002585801,0.0000205455,0.0003108561,0.1122089,0.00007396707,0.0001529514,0.008080006,0.8408534,0.00001574673],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2136366,0.1946623,0.001185194,0.1103417,0.001454643,0.00005438786,0.0001320679,0.00006806624,0.4784649],"genre_scores_gemma":[0.9382856,0.03326392,0.0002109673,0.005225782,0.0003458799,0.00002654576,0.00003348771,0.00001791183,0.02258993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01405953,"threshold_uncertainty_score":0.03339899,"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."}}