{"id":"W2107034118","doi":"10.1371/journal.pone.0109955","title":"Cognitive Ability and the Demand for Redistribution","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Economic Policies and Impacts","field":"Economics, Econometrics and Finance","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Redistribution (election); Luck; Cognition; Demographic economics; Psychology; Public economics; Survey data collection; Percentage point; Economics; Social psychology; Political science; Statistics","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":[0.0007527961,0.00005944603,0.0002365055,0.00002085454,0.0001040035,0.00004254239,0.00005542429,0.00003869145,0.00003035931],"category_scores_gemma":[0.001053603,0.00005136929,0.00003971193,0.00002797993,0.0001263223,0.00008360681,0.00002468329,0.00004715435,0.00004508002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002715299,"about_ca_system_score_gemma":0.000003893712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006613799,"about_ca_topic_score_gemma":0.000008673299,"domain_scores_codex":[0.9994528,0.0000118132,0.0002187857,0.0001548322,0.00001008884,0.0001517333],"domain_scores_gemma":[0.9993834,0.0003026004,0.0001255037,0.0001202965,0.00002252239,0.0000457127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001652898,0.000249986,0.02014238,0.00008870305,0.0001844691,2.317636e-8,0.0004459166,0.000001045403,0.00005298407,0.9772027,0.0005960832,0.000870398],"study_design_scores_gemma":[0.00723348,0.0002973521,0.1692906,0.00006741081,0.00009281652,0.000001151759,0.0001121644,0.03310118,0.001906267,0.7815273,0.00603405,0.0003362134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727172,0.0004905676,0.004964806,0.002632011,0.00003906271,0.0003957975,0.0003737291,0.00001425993,0.01837263],"genre_scores_gemma":[0.9989117,0.00009226527,0.0001206617,0.0005297613,0.0001332755,0.00004792779,0.00001922532,0.000006297684,0.0001389154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1956755,"threshold_uncertainty_score":0.2094779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06112111661725792,"score_gpt":0.2199532411255863,"score_spread":0.1588321245083284,"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."}}