{"id":"W4385222398","doi":"10.5465/amproc.2023.15427symposium","title":"Firms, Occupations, and Markets as Tools for Combating Systemic Racism: Challenges and Opportunities","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pager; Racism; Sociology; Writ; Racialization; Criminology; Public relations; Law and economics; Law; Political science; Gender studies; Race (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0122944,0.0007596615,0.0007042788,0.002864552,0.008550149,0.01946862,0.002468197,0.006265296,0.01014232],"category_scores_gemma":[0.009236075,0.0004266856,0.0005668022,0.00194281,0.04693455,0.02745233,0.01107752,0.006178854,0.001239842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005635529,"about_ca_system_score_gemma":0.01344564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004417717,"about_ca_topic_score_gemma":0.00641696,"domain_scores_codex":[0.992731,0.004811352,0.0001008412,0.0004747425,0.0008921287,0.0009898442],"domain_scores_gemma":[0.990253,0.004914214,0.001258279,0.0009770276,0.0009163439,0.001681086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003744899,0.0001803354,0.002431083,0.0002896188,0.00001943542,0.0001793639,0.02500829,0.0002547328,0.0003025284,0.8795285,0.01202498,0.07974371],"study_design_scores_gemma":[0.00004835858,0.0001308652,0.003031558,0.001480596,0.00003399497,0.0002195566,0.07785671,0.001057593,0.0005845881,0.6757362,0.2397616,0.00005834455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0801119,0.05149016,0.02940177,0.6117355,0.00233969,0.0001658194,0.00007418168,0.0002340846,0.2244469],"genre_scores_gemma":[0.9261103,0.01733954,0.01373891,0.02369478,0.001236611,0.0002199607,0.00003682635,0.0001050873,0.01751804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01946862,"threshold_uncertainty_score":0.06501979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3111326417189554,"score_gpt":0.3530769268781159,"score_spread":0.04194428515916049,"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."}}