{"id":"W2966881872","doi":"10.1177/1056492619868030","title":"Drawing Out Democracy: The Role of Sortition in Preventing and Overcoming Organizational Degeneration in Worker-Owned Firms","year":2019,"lang":"en","type":"article","venue":"Journal of Management Inquiry","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Degeneration (medical); Democracy; Oligarchy; Public relations; Control (management); Work (physics); Organizational structure; Business; Economics; Political science; Management; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00114347,0.0000437243,0.00009457408,0.0001386214,0.000112734,0.00004903263,0.0001083001,0.00002826643,0.00007053716],"category_scores_gemma":[0.00005614879,0.00003346576,0.00002204279,0.0002410979,0.00003311907,0.0003661215,0.00005214637,0.00008458608,6.262731e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006962835,"about_ca_system_score_gemma":0.00003178263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005291699,"about_ca_topic_score_gemma":0.0005667355,"domain_scores_codex":[0.9991013,0.0001133387,0.0003358564,0.00006470521,0.0002794252,0.000105412],"domain_scores_gemma":[0.9995488,0.00005944095,0.0002662668,0.00005199176,0.00005593867,0.00001756982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000017732,0.0001140967,0.8746244,0.00001454,0.00003024998,0.000002832424,0.01921931,0.001433937,0.0017391,0.08619012,0.00007205657,0.01654161],"study_design_scores_gemma":[0.001060744,0.00004624259,0.9210458,0.0003914694,0.00003675185,6.377842e-7,0.04653279,0.0006543645,0.0006696537,0.02450846,0.004934494,0.0001186083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963607,0.0001640971,0.0003105702,0.0008263771,0.0002655992,0.0001625835,2.930688e-7,0.000002180592,0.001907645],"genre_scores_gemma":[0.9988582,0.000157786,0.0004244386,0.0001055286,0.0001194854,0.000001039546,0.000001216671,0.000004250057,0.0003280238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06168166,"threshold_uncertainty_score":0.1364694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490154648057621,"score_gpt":0.2764265822593611,"score_spread":0.2615250357787849,"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."}}