{"id":"W3171892638","doi":"10.1080/01402382.2021.1928830","title":"Inequality in the public priority perceptions of elected representatives","year":2021,"lang":"en","type":"article","venue":"West European Politics","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Research Council","keywords":"Perception; Inequality; Representation (politics); Elite; Democracy; Public opinion; Political science; Survey data collection; Public relations; Politics; Psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00118663,0.00005799441,0.0001109452,0.0000340029,0.0002073643,0.00006860775,0.0001762037,0.00002958369,0.0001630409],"category_scores_gemma":[0.001897489,0.00004750721,0.00004629158,0.0004709481,0.00026061,0.0001069986,0.00003204546,0.0001398265,0.00005877095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005850821,"about_ca_system_score_gemma":0.0002129471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00623042,"about_ca_topic_score_gemma":0.009721048,"domain_scores_codex":[0.995207,0.003749258,0.0003024222,0.0001306595,0.0002726858,0.0003380389],"domain_scores_gemma":[0.9990603,0.0003216174,0.0000666785,0.0002316702,0.0002239745,0.00009570589],"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":[6.908833e-7,0.0001325779,0.2334781,0.00001382264,0.000004511948,0.00001060342,0.0126523,6.579299e-7,0.0005876856,0.7526737,0.0003215717,0.0001238108],"study_design_scores_gemma":[0.0001123876,0.00002302492,0.9742746,0.00001361028,0.0000081348,0.000001808345,0.006012218,0.000008259914,0.0001166744,0.005866705,0.01348646,0.00007612856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9034106,0.00003077388,0.00007803427,0.005301376,0.00007569643,0.0001029407,0.00001650765,0.00002331318,0.09096078],"genre_scores_gemma":[0.9986725,0.000008970913,0.00004525979,0.0002866671,0.0002668471,0.00000316124,0.00001512636,0.000006408876,0.0006950048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.746807,"threshold_uncertainty_score":0.9418573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08851318971423072,"score_gpt":0.3979783752395882,"score_spread":0.3094651855253575,"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."}}