{"id":"W4241962641","doi":"10.16997/jdd.82","title":"Pyramidal Democracy","year":2009,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Polity; Delegate; Pyramid (geometry); Democracy; Legislature; Political science; Public administration; Deliberation; Hierarchy; Deliberative democracy; Direct democracy; Group (periodic table); Law and economics; Sociology; Politics; Law; Computer science; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002416314,0.0001678598,0.000327637,0.00009324501,0.0002603866,0.0001149621,0.0002475093,0.00004504375,0.0002706403],"category_scores_gemma":[0.00002827053,0.0001405811,0.0002567885,0.0001957478,0.00005436136,0.0005929673,0.00002117739,0.0003985785,0.00003159019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003750276,"about_ca_system_score_gemma":0.0001521267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007180859,"about_ca_topic_score_gemma":3.275204e-7,"domain_scores_codex":[0.9986917,0.00007414484,0.0005906855,0.0001253672,0.000278201,0.0002399094],"domain_scores_gemma":[0.9985806,0.00008648785,0.0005293916,0.0001288147,0.0005128849,0.0001617651],"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":[0.0002764992,0.001567357,0.08175935,0.00001193685,0.0006757752,0.0001255913,0.004736157,0.004028787,0.01213775,0.5217801,0.02694103,0.3459596],"study_design_scores_gemma":[0.001934708,0.0006689023,0.07465447,0.00009938247,0.00008186651,0.00003817791,0.0008163321,0.003289883,0.002565579,0.9090262,0.006283795,0.0005407264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455661,0.0001192796,0.02927348,0.008918974,0.0005491453,0.0001290478,0.00001715438,0.00001612055,0.01541073],"genre_scores_gemma":[0.9938143,0.00001586937,0.004014625,0.0006823472,0.0008929141,5.227745e-7,0.000003808031,0.00001075902,0.0005648044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3872461,"threshold_uncertainty_score":0.5732731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009085778772102763,"score_gpt":0.2855816124780604,"score_spread":0.2764958337059576,"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."}}