{"id":"W4416422323","doi":"10.1080/08854300.2025.2577607","title":"The Making of Council Democracy: State Transformation and Radical Possibilities","year":2025,"lang":"en","type":"article","venue":"Socialism and Democracy","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"State (computer science); Transformation (genetics); Making-of; Key (lock)","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":[0.001014947,0.00007023847,0.0001356258,0.00001483689,0.001380419,0.0001124985,0.0001039051,0.00006814019,0.000007425462],"category_scores_gemma":[0.0006798364,0.00005406098,0.0000385816,0.000119415,0.00114694,0.000226202,0.00002649212,0.00009914906,8.476757e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008687547,"about_ca_system_score_gemma":0.0005914764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001639755,"about_ca_topic_score_gemma":0.001500564,"domain_scores_codex":[0.9989595,0.00013277,0.0002203567,0.0001057027,0.0003254821,0.0002562066],"domain_scores_gemma":[0.999253,0.0004340891,0.00006879857,0.00007012987,0.0001338036,0.00004017261],"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":[0.0000276967,0.000008004296,0.001397142,0.0000341065,0.00001441211,4.932604e-7,0.04227228,7.340933e-8,0.00001596816,0.9277689,0.001243085,0.02721782],"study_design_scores_gemma":[0.0003324871,0.00001258262,0.01599397,0.00004437037,0.00002349879,3.474809e-7,0.00669295,0.00004639697,0.00003868431,0.7718199,0.2049073,0.00008752876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6812797,0.005143703,0.001028093,0.0992634,0.0005318654,0.0004794927,0.00006838598,0.00008079264,0.2121246],"genre_scores_gemma":[0.9924179,0.001067483,0.00004156897,0.001040566,0.00006842697,0.000003813704,6.09935e-7,0.000003068406,0.005356559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3111382,"threshold_uncertainty_score":0.9999197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02794034768386695,"score_gpt":0.319572615866407,"score_spread":0.2916322681825401,"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."}}