{"id":"W1516283606","doi":"10.1080/01442872.2015.1065969","title":"The reach of deliberative democracy","year":2015,"lang":"en","type":"article","venue":"Policy Studies","topic":"Social Media and Politics","field":"Social Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council","keywords":"Deliberative democracy; Quarter (Canadian coin); Democracy; Political science; Prehistory; Field (mathematics); Democratic theory; Political economy; Sociology; Geography; Politics; Law; Archaeology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02735903,0.0007578756,0.001218884,0.002410684,0.008147728,0.01843797,0.001728477,0.009615726,0.01805082],"category_scores_gemma":[0.06314045,0.0006705866,0.001012692,0.001580934,0.03728433,0.02823346,0.01749501,0.0158768,0.004411418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008155836,"about_ca_system_score_gemma":0.01249781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002293375,"about_ca_topic_score_gemma":0.001315034,"domain_scores_codex":[0.9700393,0.01642099,0.0005978287,0.003468777,0.007033458,0.002439697],"domain_scores_gemma":[0.9562301,0.03186219,0.001394482,0.004318727,0.003407001,0.002787532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002010423,0.00001108183,0.0001024406,0.00005863906,0.000009937728,0.00002934872,0.001140106,0.0002184931,0.00005875717,0.9886764,0.00388962,0.005785084],"study_design_scores_gemma":[0.00001117668,0.000007004603,0.00009138483,0.0001326208,0.000002762716,0.00001951136,0.0004397052,0.0001497126,0.00007004981,0.960557,0.03851326,0.000005899919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01454738,0.01977251,0.03672063,0.2842565,0.0012293,0.00008340414,0.0001843277,0.0002009985,0.6430049],"genre_scores_gemma":[0.9102678,0.01040957,0.009275034,0.02566875,0.002492282,0.0004808244,0.0001509976,0.0003750171,0.04087977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02735903,"threshold_uncertainty_score":0.1446901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2024684674270015,"score_gpt":0.4837803629654567,"score_spread":0.2813118955384552,"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."}}