{"id":"W4383213518","doi":"10.1016/j.electstud.2023.102642","title":"Electoral outcomes and satisfaction with democracy: A comparison of regional and national elections","year":2023,"lang":"en","type":"article","venue":"Electoral Studies","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Democracy; Political science; Politics; Government (linguistics); National election; Political economy; Quality (philosophy); Public administration; Sociology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003088152,0.0001097979,0.0002795896,0.0001132399,0.0007001026,0.00003346488,0.00003360987,0.00005508471,0.00001012085],"category_scores_gemma":[0.0002982661,0.00008725736,0.00002690919,0.000559521,0.000362338,0.0001697759,0.00002009164,0.00009842693,0.000005958834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063696,"about_ca_system_score_gemma":0.0001050479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01633166,"about_ca_topic_score_gemma":0.1754207,"domain_scores_codex":[0.9987222,0.0001327258,0.0002275127,0.0001807521,0.0004322833,0.0003045498],"domain_scores_gemma":[0.9990853,0.0003852206,0.000102842,0.00004221109,0.0003002236,0.00008420445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000211117,0.00001665397,0.979959,0.00001985942,0.00009102977,3.209148e-7,0.0009114618,0.000007408335,0.0003328607,0.01496364,0.002997383,0.0006792711],"study_design_scores_gemma":[0.0002241857,0.000196084,0.9929585,0.00002337905,0.00002836029,0.000001117446,0.0003570811,0.00008457864,0.0001094203,0.004470895,0.001426391,0.0001200174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941654,0.0005941208,0.00001699083,0.004741823,0.00008248255,0.0001883851,0.000004762017,0.00009585267,0.0001101968],"genre_scores_gemma":[0.9992404,0.00002931141,0.00007459806,0.00005441137,0.0001170779,0.00003369557,0.000004466627,0.000008128683,0.0004379127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.159089,"threshold_uncertainty_score":0.9902187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1602063671754859,"score_gpt":0.450944190037832,"score_spread":0.2907378228623462,"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."}}