{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003704187,0.00004967005,0.0001177384,0.00002300587,0.0006272478,0.00001422363,0.0001332427,0.00002932526,0.000001025484],"category_scores_gemma":[0.007879293,0.00003243611,0.00003285423,0.0002092892,0.0009300133,0.00004641577,0.00004639243,0.00005074827,0.00001624739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022582,"about_ca_system_score_gemma":0.0003912232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00769525,"about_ca_topic_score_gemma":0.002423583,"domain_scores_codex":[0.9991534,0.000200123,0.0001193899,0.00005464518,0.0002387393,0.0002336702],"domain_scores_gemma":[0.998489,0.000945858,0.00006038493,0.00007887462,0.0003398331,0.00008605193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004640452,0.0000096982,0.005948082,0.000002631759,0.00007227549,4.158914e-7,0.4057592,3.063278e-7,0.000004673218,0.5491394,0.03459239,0.004466291],"study_design_scores_gemma":[0.0001306687,0.00003311566,0.0009393157,0.000007280443,0.00001799043,1.538437e-7,0.3634995,7.853087e-7,0.0002499951,0.3389977,0.2960595,0.00006398511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5278744,0.008497815,0.000008327173,0.2049708,0.00158416,0.0003337201,0.00001276525,0.00008510067,0.256633],"genre_scores_gemma":[0.9934204,0.001535534,0.00007660375,0.0004865421,0.001347822,0.00001257196,2.133798e-7,0.000004075076,0.003116229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.465546,"threshold_uncertainty_score":0.9989126,"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."}}