{"id":"W4404024080","doi":"10.1057/s41296-024-00737-6","title":"Associative democracy and the crises of representative democracies","year":2024,"lang":"en","type":"article","venue":"Contemporary Political Theory","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Political philosophy; Democracy; Critical theory; Associative property; Political science; Political economy; Epistemology; Sociology; Economic system; Positive economics; Politics; Economics; Philosophy; Law; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002028821,0.0001109521,0.0002927334,0.00005147038,0.0007934214,0.00006971537,0.0001592193,0.00008932745,0.00002667866],"category_scores_gemma":[0.003616385,0.00006345008,0.0001484844,0.0002112081,0.006035467,0.0002519035,0.0001144363,0.0001959646,0.00001166284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004344156,"about_ca_system_score_gemma":0.0002481621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001246793,"about_ca_topic_score_gemma":0.00002150545,"domain_scores_codex":[0.9975274,0.001431601,0.0002569099,0.0001799542,0.0002627597,0.0003413451],"domain_scores_gemma":[0.9917585,0.007872323,0.00006115741,0.0001026087,0.00009152811,0.0001138578],"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":[0.00007164638,0.00001272098,0.0005902296,0.00002376669,0.0001790252,0.000007293177,0.04624284,1.457085e-8,0.000004372162,0.9500577,0.002251628,0.0005587222],"study_design_scores_gemma":[0.000244011,0.00001750578,0.001027702,0.00004471624,0.00003729641,7.903119e-7,0.09155325,0.000006024906,0.0001066907,0.9049311,0.001953099,0.00007784223],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02401462,0.009538763,0.0001636198,0.0709266,0.0004829334,0.0004742516,0.00006649279,0.0001482744,0.8941845],"genre_scores_gemma":[0.9913543,0.000337202,0.00001610315,0.0008316903,0.0005222081,0.0000204494,0.000001138161,0.000009645179,0.006907257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9673397,"threshold_uncertainty_score":0.9966695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06880158651719534,"score_gpt":0.3939255688790007,"score_spread":0.3251239823618054,"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."}}