{"id":"W2071415089","doi":"10.1108/02610151111135750","title":"An assessment of employment equity and Broad Based Black Economic Empowerment developments in South Africa","year":2011,"lang":"en","type":"article","venue":"Equality Diversity and Inclusion An International Journal","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"British Academy; Nuffield Foundation","keywords":"Empowerment; Disadvantaged; Originality; Equity (law); Transformational leadership; Political science; Politics; Pace; Context (archaeology); Public policy; Public relations; Qualitative research; Economic growth; Sociology; Economics; Social science; Geography","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":[0.003712069,0.000170552,0.0002182544,0.003835891,0.001348175,0.002191581,0.0002079156,0.0002774997,0.002062337],"category_scores_gemma":[0.006256573,0.0001237816,0.000146896,0.003578551,0.001757568,0.002700006,0.002659005,0.0003781971,0.00004402956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002244183,"about_ca_system_score_gemma":0.003361101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00677635,"about_ca_topic_score_gemma":0.01608312,"domain_scores_codex":[0.9986303,0.0006312205,0.0001011154,0.00007727736,0.000336337,0.0002239016],"domain_scores_gemma":[0.9970533,0.00124846,0.001086463,0.0000485357,0.0003876787,0.0001755673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003276652,0.0001448395,0.4675024,0.004265081,0.000127372,0.002147533,0.157687,0.000885741,0.003750383,0.03800835,0.001682901,0.3234708],"study_design_scores_gemma":[0.000008118122,0.0002617996,0.7337139,0.002391643,0.00007125559,0.0006887744,0.2291082,0.0002770069,0.001278886,0.003916444,0.02825532,0.00002863581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974628,0.009199268,0.0004216518,0.001889279,0.00002559291,0.00006529516,0.0001483774,0.000002389275,0.01362006],"genre_scores_gemma":[0.9974795,0.00190989,0.0001911306,0.00006168507,0.000008324516,0.00002359111,0.00002530235,6.891864e-7,0.0002999459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00677635,"threshold_uncertainty_score":0.01963156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1901774218774143,"score_gpt":0.3965732178296687,"score_spread":0.2063957959522544,"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."}}