{"id":"W3121366932","doi":"","title":"Can Deliberative Mini-Publics Address the Cognitive Challenges of Democratic Citizenship?","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Publics; Citizenship; Deliberative democracy; Democracy; Political science; Public administration; Politics; 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":[0.01450505,0.0005997387,0.0005671594,0.001331645,0.004394474,0.01070257,0.002251245,0.004277894,0.02546425],"category_scores_gemma":[0.06271307,0.0005746744,0.0007858156,0.001217249,0.01012598,0.02286611,0.009170099,0.003615938,0.003722467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001940392,"about_ca_system_score_gemma":0.004080668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001278196,"about_ca_topic_score_gemma":0.001743501,"domain_scores_codex":[0.9913136,0.005621601,0.0002339256,0.0009267516,0.000902278,0.00100175],"domain_scores_gemma":[0.9493777,0.03044924,0.004428321,0.009820502,0.003245532,0.002678806],"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":[0.0001401992,0.0001494183,0.002405179,0.0001586502,0.00002721906,0.00008518586,0.01118108,0.0011139,0.0007194302,0.9397822,0.004817031,0.03942054],"study_design_scores_gemma":[0.00006422123,0.00008938965,0.001222585,0.0001150661,0.00003539972,0.00006535037,0.007366303,0.005461753,0.001237413,0.9236557,0.060657,0.00002963481],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2118571,0.001093038,0.2329506,0.07135726,0.0008864673,0.0002531683,0.0002115128,0.001357283,0.4800335],"genre_scores_gemma":[0.9740136,0.0001836596,0.01469015,0.001105608,0.0001473556,0.0001484048,0.00006282696,0.0001469548,0.009501529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02546425,"threshold_uncertainty_score":0.08518636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03684374435345288,"score_gpt":0.3143461010302505,"score_spread":0.2775023566767976,"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."}}