{"id":"W2311608406","doi":"10.14288/1.0074072","title":"Politicizing deliberative democracy : strategic speech in deliberative systems","year":2013,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Social Media and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Deliberative democracy; Political science; Democracy; Deliberation; 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":[0.010559,0.000936666,0.0008572368,0.002461138,0.005283917,0.01223989,0.001984068,0.004899084,0.005550193],"category_scores_gemma":[0.01722635,0.0006599274,0.001649758,0.00249932,0.04119789,0.01599192,0.006685973,0.005860256,0.001152299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005640282,"about_ca_system_score_gemma":0.004318428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0028024,"about_ca_topic_score_gemma":0.00163106,"domain_scores_codex":[0.9870356,0.009965966,0.0003266884,0.0008210886,0.00117997,0.00067085],"domain_scores_gemma":[0.9851279,0.01123809,0.0009930516,0.001468217,0.0007499225,0.0004227922],"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":[0.000003175777,0.000003651357,0.00005232171,0.0000148981,0.000002558129,0.00002068559,0.001508045,0.0006836319,0.00004570174,0.9963672,0.0002249931,0.001073127],"study_design_scores_gemma":[0.000005626977,0.000005119055,0.00003938243,0.00002463611,0.000003623545,0.00001835921,0.0003664125,0.003106542,0.0001164364,0.9871611,0.009145606,0.000007132784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02090211,0.002956288,0.737603,0.02833574,0.0007264196,0.0002433707,0.0001215483,0.0003275718,0.2087839],"genre_scores_gemma":[0.8376212,0.002159285,0.1431777,0.002442879,0.0007282866,0.0008958471,0.0001574533,0.0002021268,0.01261509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01223989,"threshold_uncertainty_score":0.05584198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227120772298454,"score_gpt":0.2326303260749802,"score_spread":0.2099182488451348,"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."}}