{"id":"W2804694692","doi":"10.14288/workplace.v0i30.186385","title":"Resolving the Contradictions of Academic Unionism","year":2018,"lang":"en","type":"article","venue":"Open Collections","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Contradiction; Status quo; Hegemony; Legitimacy; Democracy; Value (mathematics); Ruling class; Space (punctuation); Political economy; Political science; Law and economics; Sociology; Politics; Law; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02087256,0.0003986986,0.0009010701,0.004038162,0.01566419,0.02251213,0.001530648,0.004075123,0.007884543],"category_scores_gemma":[0.02274942,0.0004158643,0.0005963802,0.00409998,0.0703382,0.01637314,0.01498087,0.008174329,0.001377483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01494014,"about_ca_system_score_gemma":0.00893784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002799448,"about_ca_topic_score_gemma":0.002610233,"domain_scores_codex":[0.9735551,0.01710552,0.0008039132,0.001766259,0.003984358,0.002784794],"domain_scores_gemma":[0.9906198,0.004540689,0.0008536536,0.001843755,0.001147933,0.0009941388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000915019,0.000007746907,0.00008934234,0.0000147584,0.000002595035,0.0000158674,0.006017564,0.00006107312,0.00001936199,0.9888778,0.002076967,0.002807769],"study_design_scores_gemma":[0.00001499513,0.000006980703,0.0001855416,0.00009551783,0.000004785963,0.00003384775,0.009279155,0.0002405756,0.0001248499,0.9162607,0.07374451,0.000008615868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08133285,0.008255312,0.01741803,0.167408,0.001362574,0.00004358306,0.0000765583,0.0002210832,0.7238821],"genre_scores_gemma":[0.9779237,0.001844517,0.002400328,0.005304907,0.000526029,0.00005846998,0.00003271609,0.0001070075,0.01180228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02251213,"threshold_uncertainty_score":0.110386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04552891455984039,"score_gpt":0.3506003522327148,"score_spread":0.3050714376728744,"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."}}