{"id":"W3176555704","doi":"10.18733/cpi29599","title":"Engagement Strategy for a Racism-Free Workplace","year":2021,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Racism; Government (linguistics); Inclusion (mineral); Ethnic group; Political science; Race (biology); Public relations; Public administration; Gender studies; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001084741,0.0001567333,0.0002913949,0.00001573686,0.001035617,0.00005085986,0.0001194826,0.0002573296,0.001399119],"category_scores_gemma":[0.001082474,0.00009884305,0.00007380868,0.0001093467,0.00006650567,0.0002347576,0.0001680977,0.0006142135,0.00009579986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003614928,"about_ca_system_score_gemma":0.0002182638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000719021,"about_ca_topic_score_gemma":0.000138994,"domain_scores_codex":[0.9974616,0.001109929,0.0004484088,0.0003490603,0.0001677469,0.0004633158],"domain_scores_gemma":[0.9976092,0.001432571,0.0001454507,0.0002434321,0.0003099991,0.0002593403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007354923,0.0002851994,0.009887754,0.004026615,0.0001986713,0.0001593515,0.1108454,0.00001578989,0.00301426,0.1794768,0.551071,0.1402836],"study_design_scores_gemma":[0.0008384782,0.0001217922,0.005707978,0.0001398822,0.00002078938,0.0000133031,0.07631762,0.00002519081,0.0000203324,0.001751706,0.9148769,0.0001659741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9109684,0.009722752,0.001035347,0.03543623,0.0032258,0.001742431,0.0001127499,0.0001968605,0.03755942],"genre_scores_gemma":[0.9283854,0.001010889,0.001349898,0.003647543,0.003290559,0.0003840404,0.000100878,0.00001804036,0.06181272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3638059,"threshold_uncertainty_score":0.9995137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8904733356201678,"score_gpt":0.6451784468579402,"score_spread":0.2452948887622276,"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."}}