{"id":"W7029867574","doi":"","title":"Lessons on affirmative action: a comparative study in South Africa, Malaysia and Canada","year":2017,"lang":"en","type":"dissertation","venue":"Theses database, Tilburg University","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Agency (philosophy); Public policy; Work (physics)","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":[0.004117775,0.0002583232,0.0004862176,0.002476285,0.01844471,0.006205575,0.001639366,0.00176598,0.01359014],"category_scores_gemma":[0.01746231,0.0002886395,0.000229424,0.00694641,0.007026445,0.004119281,0.004063176,0.002941112,0.0004741666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0583868,"about_ca_system_score_gemma":0.1283113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9515055,"about_ca_topic_score_gemma":0.9805689,"domain_scores_codex":[0.9956747,0.001013564,0.0001039872,0.0002171855,0.0009417579,0.00204891],"domain_scores_gemma":[0.985842,0.006560685,0.001220075,0.0003295055,0.003057848,0.002989801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002394538,0.0003631936,0.0781364,0.0003331708,0.00002984979,0.001655239,0.8089638,0.0002627174,0.0003590621,0.04662931,0.01148412,0.05154366],"study_design_scores_gemma":[0.00001333628,0.00003658006,0.0780518,0.0003740375,0.00001888708,0.0001030205,0.8892716,0.0001162048,0.000169868,0.001224014,0.03059746,0.00002328863],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9259499,0.001561897,0.0001291854,0.01060999,0.00004122167,0.00007400819,0.0003313115,0.000007001547,0.0612955],"genre_scores_gemma":[0.9912499,0.001043501,0.00008966466,0.0004399817,0.000004766155,0.00002684947,0.00005516525,0.000006623205,0.007083545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0583868,"threshold_uncertainty_score":0.4236279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154125467951454,"score_gpt":0.3626341885480882,"score_spread":0.2472216417529428,"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."}}