{"id":"W2063608249","doi":"10.1017/s0007123405000153","title":"Political Knowledge and Enlightened Preferences: Party Choice Through the Electoral Cycle","year":2005,"lang":"en","type":"article","venue":"British Journal of Political Science","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":161,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Explanatory power; Politics; Power (physics); Panel data; Panel survey; Work (physics); Predictive power; Political science; Positive economics; Economics; Demographic economics; Econometrics; Epistemology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001910955,0.0001652796,0.0004658916,0.001194859,0.0006795662,0.001970475,0.0005008689,0.0007716711,0.00806431],"category_scores_gemma":[0.01020077,0.0001859491,0.000431606,0.001611395,0.001007009,0.001433656,0.00126362,0.000942189,0.0004884371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105788,"about_ca_system_score_gemma":0.0005407259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02112341,"about_ca_topic_score_gemma":0.03489503,"domain_scores_codex":[0.9990284,0.0004391534,0.00003832895,0.0001028451,0.0001492101,0.0002419627],"domain_scores_gemma":[0.9851068,0.0100987,0.002819341,0.0006150393,0.0003860383,0.0009741021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001118468,0.0004461393,0.9505589,0.00006964776,0.0002283852,0.0001986433,0.003202557,0.004523043,0.0008104243,0.003892854,0.0004561977,0.03449478],"study_design_scores_gemma":[0.00002736775,0.000243965,0.9903106,0.00002173293,0.00004705717,0.00006912011,0.00143333,0.003714851,0.0002965464,0.002321477,0.001493678,0.00002041412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970391,0.0001341956,0.0003211062,0.00009984291,0.000002336159,0.00000786055,0.0001058252,0.000002819204,0.002286918],"genre_scores_gemma":[0.99871,0.00006123335,0.00009574054,0.00001309777,0.000004772909,0.000005136382,0.0001844671,0.000001949049,0.0009234662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02112341,"threshold_uncertainty_score":0.04200089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04842319659622016,"score_gpt":0.3751515009704209,"score_spread":0.3267283043742008,"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."}}