{"id":"W4300033448","doi":"10.31219/osf.io/ymv9d","title":"Having their Say: Authority, Voice, and Satisfaction with Democracy","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Democracy; Feeling; Politics; Value (mathematics); Government (linguistics); Political science; Public relations; Public administration; Social psychology; Psychology; Law; Linguistics","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":[0.0003372896,0.0001764785,0.0002047752,0.00002859019,0.001081241,0.0003005428,0.0001527653,0.0003557151,0.0001610295],"category_scores_gemma":[0.00006535253,0.0001203626,0.00005320978,0.0001145515,0.0003888209,0.0001751882,0.0002465894,0.000345726,0.00002654931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251512,"about_ca_system_score_gemma":0.0001758662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04002961,"about_ca_topic_score_gemma":0.1482258,"domain_scores_codex":[0.9988631,0.0001322029,0.0001330227,0.0003387841,0.0002834144,0.0002494816],"domain_scores_gemma":[0.9993873,0.0000670562,0.0001242041,0.0001310258,0.0001704603,0.0001199135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005430611,0.00006058639,0.5713714,0.0001474861,0.0002661401,0.000007971748,0.08419126,0.00001328219,0.00007031865,0.09784539,0.007350801,0.2386211],"study_design_scores_gemma":[0.0002505842,0.00008436434,0.6478892,0.0002210878,0.0001235293,0.000004284642,0.02975177,0.0005128908,0.00001376399,0.3033135,0.01693761,0.0008974507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8946757,0.00009289304,0.0007975283,0.005014407,0.0009235982,0.0004372507,0.0000175478,0.0002924665,0.09774861],"genre_scores_gemma":[0.9883555,0.0003342239,0.001764962,0.0001893163,0.000979165,0.00001482452,0.00001492668,0.00001386106,0.008333232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2377236,"threshold_uncertainty_score":0.9663629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572336280316311,"score_gpt":0.3026017774507783,"score_spread":0.2768784146476152,"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."}}