{"id":"W2554115623","doi":"10.16997/jdd.256","title":"When is Deliberation Democratic?","year":2016,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Deliberation; Deliberative democracy; Democracy; Political science; Voting; Framing (construction); Politics; Context (archaeology); Sociology; Law and economics; Equity (law); Public relations; Public administration; 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":[0.07391365,0.0006400979,0.001601535,0.002151372,0.008571822,0.02125042,0.002229045,0.007869179,0.007149021],"category_scores_gemma":[0.1378754,0.0008750373,0.001477651,0.00286773,0.05561154,0.03292578,0.01182445,0.01325038,0.002477571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007764624,"about_ca_system_score_gemma":0.01433632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002321124,"about_ca_topic_score_gemma":0.001804637,"domain_scores_codex":[0.871797,0.08827213,0.004861293,0.01029692,0.01615759,0.008615169],"domain_scores_gemma":[0.878871,0.08834294,0.007062565,0.01257077,0.007561128,0.005591659],"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":[0.00003087809,0.00001960063,0.0006675965,0.0002156509,0.00003661179,0.00007008468,0.005848665,0.0004466137,0.00007827934,0.9701415,0.007742597,0.01470188],"study_design_scores_gemma":[0.00002073729,0.00001404849,0.0003278242,0.0003799438,0.00001126819,0.00005331288,0.002612209,0.0002408498,0.000175054,0.9265271,0.06961749,0.00002013474],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01821709,0.02046348,0.09795296,0.599638,0.004409153,0.0003202614,0.0002527618,0.0002816815,0.2584647],"genre_scores_gemma":[0.8892753,0.01374021,0.03011406,0.04707445,0.004497876,0.00109816,0.0002266162,0.0004120874,0.01356126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07391365,"threshold_uncertainty_score":0.3908974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0299422865835419,"score_gpt":0.3311247084832722,"score_spread":0.3011824218997303,"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."}}