{"id":"W3008544167","doi":"10.18740/ss27273","title":"Racism as a Workload and Bargaining Issue","year":2020,"lang":"en","type":"article","venue":"Socialist studies","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Racism; Argument (complex analysis); Workload; Harassment; Collective bargaining; Indigenous; Sociology; Psychometrics of racism; Public relations; Political science; Gender studies; Law; Management; Economics; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0002205525,0.00007603387,0.0001626029,0.0000117981,0.001442254,0.0000674666,0.00008430261,0.00004241788,0.0002202706],"category_scores_gemma":[0.001312472,0.00006926247,0.00003295161,0.0002065294,0.0003843361,0.0001011871,0.0001026896,0.00007410579,0.00001797448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000359909,"about_ca_system_score_gemma":0.00007459508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001191209,"about_ca_topic_score_gemma":0.0007034776,"domain_scores_codex":[0.9992412,0.00008821283,0.0001049943,0.0001562323,0.000199498,0.0002098754],"domain_scores_gemma":[0.9995707,0.0001337616,0.00004535271,0.00003974154,0.00008170724,0.0001287037],"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":[0.000006722589,0.00001434082,0.003005161,0.000005866773,0.0001518404,0.000008384887,0.3117188,2.150121e-7,0.00001978788,0.6298054,0.03715437,0.01810909],"study_design_scores_gemma":[0.0002641605,0.00003426389,0.005734229,0.0000225328,0.00003584864,4.364452e-8,0.193105,7.385919e-7,0.00001126689,0.02804245,0.7725935,0.0001559467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1118146,0.01817548,0.00001972747,0.5338306,0.0008364206,0.0004189919,0.00002268855,0.0002931764,0.3345883],"genre_scores_gemma":[0.9537792,0.004080913,0.0001146982,0.03794337,0.001232364,0.00001478468,8.977526e-7,0.000008478406,0.002825336],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8419646,"threshold_uncertainty_score":0.9998577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0728477937970957,"score_gpt":0.393963739204894,"score_spread":0.3211159454077983,"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."}}