{"id":"W2004193098","doi":"10.7202/1015809ar","title":"Which foot first: diversity management and affirmative action in Brazilian business","year":2013,"lang":"en","type":"article","venue":"Management international","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affirmative action; Diversity management; Diversity (politics); Government (linguistics); Inequality; Action (physics); Economic Justice; Political science; Racial diversity; Public administration; Public relations; Business; Sociology; Law; Ethnic group","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003648607,0.0001770768,0.0002550264,0.0009778911,0.009084449,0.00429283,0.0005505938,0.001065344,0.006626316],"category_scores_gemma":[0.009423471,0.0001447325,0.0002321486,0.0009045273,0.008836912,0.002443845,0.004655987,0.001668094,0.0002420043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004204505,"about_ca_system_score_gemma":0.006115372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04634761,"about_ca_topic_score_gemma":0.07400903,"domain_scores_codex":[0.9977146,0.00107295,0.00005809663,0.0001982475,0.0004608152,0.0004953429],"domain_scores_gemma":[0.9961044,0.001413647,0.0008090898,0.0003699236,0.0004646851,0.0008383156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007526643,0.0001965313,0.05251975,0.0003077486,0.00002376402,0.0006597375,0.2967855,0.0002161215,0.002246607,0.4825949,0.009048718,0.1553252],"study_design_scores_gemma":[0.00003324401,0.0002291466,0.1441345,0.001794834,0.00008169501,0.0005890062,0.3525863,0.000932069,0.001891629,0.1363477,0.3613049,0.00007490344],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5845606,0.005149978,0.004271975,0.06327355,0.0003012185,0.00008349575,0.00007746842,0.00002986289,0.3422519],"genre_scores_gemma":[0.994181,0.0006099692,0.00041004,0.001110966,0.00002086068,0.00001179486,0.000006358652,0.000005388044,0.003643674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04634761,"threshold_uncertainty_score":0.09215569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06729389615294047,"score_gpt":0.2852827696939233,"score_spread":0.2179888735409828,"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."}}