{"id":"W3093209147","doi":"10.16997/jdd.395","title":"Participatory Deliberative Democracy in Complex Mass Societies","year":2020,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Political Philosophy and Ethics","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Deference; Democracy; Deliberative democracy; Politics; Citizen journalism; Sociology; Corporate governance; Political science; Government (linguistics); Variety (cybernetics); Public administration; Political economy; Law and economics; Law; Economics; 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":[0.02330341,0.0004025752,0.0006107192,0.0008824629,0.007292778,0.0101857,0.00138171,0.005718574,0.003673336],"category_scores_gemma":[0.02420484,0.0004096161,0.0008425335,0.0008482493,0.02705438,0.01550312,0.007785934,0.006009136,0.0006354056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005375879,"about_ca_system_score_gemma":0.004295342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002170915,"about_ca_topic_score_gemma":0.002014797,"domain_scores_codex":[0.973959,0.02066197,0.000304295,0.001808784,0.001584985,0.001680908],"domain_scores_gemma":[0.9825232,0.01136473,0.001525006,0.002509517,0.001127277,0.000950381],"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":[0.00001156051,0.00001275781,0.0003140023,0.0000344166,0.000009841938,0.00007989418,0.003040529,0.00137036,0.00007094695,0.9899933,0.001492305,0.003570142],"study_design_scores_gemma":[0.00001538328,0.00001104685,0.0001644019,0.00005468287,0.000003220352,0.00002536148,0.0009562375,0.001432503,0.0001173887,0.975662,0.02154947,0.000008344923],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1200498,0.004817039,0.2325172,0.2965842,0.00128568,0.000355724,0.0001359247,0.0001811088,0.3440734],"genre_scores_gemma":[0.9669834,0.0007978068,0.01938164,0.00519233,0.0002685855,0.0002234957,0.00002970035,0.00003423051,0.00708884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02330341,"threshold_uncertainty_score":0.1232417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1875615503538444,"score_gpt":0.3899247675046263,"score_spread":0.2023632171507819,"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."}}