{"id":"W2891564017","doi":"10.1017/s0003055418000527","title":"The Power of the Multitude: Answering Epistemic Challenges to Democracy","year":2018,"lang":"en","type":"article","venue":"American Political Science Review","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Multitude; Democracy; Writ; Elite; Political science; Politics; Law and economics; Epistemology; Competence (human resources); Sociology; Positive economics; Law; Economics; Philosophy; Management","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":[0.02675323,0.000509305,0.001179093,0.00225234,0.008819892,0.01333363,0.001742908,0.008176981,0.004549531],"category_scores_gemma":[0.04744882,0.0005781149,0.0007410269,0.001938676,0.05543444,0.03223646,0.01132013,0.01126208,0.0006842597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003323339,"about_ca_system_score_gemma":0.003305992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008335673,"about_ca_topic_score_gemma":0.001002266,"domain_scores_codex":[0.9810326,0.0144096,0.0004067141,0.001428457,0.001776429,0.0009462403],"domain_scores_gemma":[0.9507997,0.03964422,0.002460822,0.00371293,0.002021817,0.001360538],"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":[0.000008562537,0.000005549053,0.0001605221,0.00002942711,0.00000388334,0.00003665859,0.001931658,0.0001835009,0.00002237017,0.9924287,0.001188532,0.00400059],"study_design_scores_gemma":[0.000005333943,0.000003017963,0.00005336602,0.00004290972,0.00000192731,0.0000199567,0.0008844748,0.0002450556,0.00001665234,0.9934096,0.005314357,0.000003338909],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06546521,0.01802193,0.07997962,0.575686,0.001541471,0.00003609001,0.00008083983,0.0000926167,0.2590963],"genre_scores_gemma":[0.9765303,0.004228972,0.004488857,0.009327629,0.001885648,0.00005763127,0.00002238769,0.00003891465,0.003419563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02675323,"threshold_uncertainty_score":0.1414863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06261548645886392,"score_gpt":0.4068541026422285,"score_spread":0.3442386161833646,"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."}}