{"id":"W4378188805","doi":"10.1016/j.ejpoleco.2023.102404","title":"Gender differences in politician persistence and incumbency advantage","year":2023,"lang":"en","type":"article","venue":"European Journal of Political Economy","topic":"Gender Politics and Representation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Demographic economics; Persistence (discontinuity); Percentage point; Politics; Political science; Economics; 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":[0.001065456,0.00007704262,0.0001621201,0.0002219245,0.0001319033,0.00008777398,0.0001866519,0.00002293148,0.00006755965],"category_scores_gemma":[0.000219594,0.00006932743,0.00006294912,0.0001333796,0.0003066235,0.0002190349,0.00005378854,0.0001631978,0.00005209085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000715157,"about_ca_system_score_gemma":0.0001523532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001344176,"about_ca_topic_score_gemma":0.00003274089,"domain_scores_codex":[0.9983812,0.0004755275,0.0003754262,0.0001220189,0.0001442384,0.0005015949],"domain_scores_gemma":[0.9991944,0.0001807597,0.00009905472,0.00006964446,0.00006906599,0.0003870076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000003049473,0.00002310705,0.05983424,0.00001395198,0.00001171189,0.0001466841,0.006401076,0.00000109996,0.000008627152,0.9329153,0.0001130734,0.0005281267],"study_design_scores_gemma":[0.0005934847,0.000107935,0.786119,0.00004283992,0.00002021402,0.0000370256,0.09175232,0.00008533384,0.00001923815,0.111086,0.009939005,0.0001975831],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5443352,0.00005612306,0.00005268343,0.003720715,0.0001779893,0.00004753715,0.000002804361,0.00001182513,0.4515952],"genre_scores_gemma":[0.9986123,0.00004699525,0.00009250674,0.0004510208,0.000413975,4.54805e-7,6.724984e-7,0.000009105875,0.0003729408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8218293,"threshold_uncertainty_score":0.2827091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0828653325422811,"score_gpt":0.3191068952724672,"score_spread":0.2362415627301861,"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."}}