{"id":"W232812854","doi":"","title":"FRUITS OF DEMOCRATIC TRANSFORMATION OF EDUCATION IN A SOUTH AFRICAN UNIVERSITY IN 1998: PERSPECTIVES OF STUDENTS IN THE SCHOOL OF EDUCATION, UNIVERSITY OF CAPETOWN","year":2004,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l'éducation de McGill","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Context (archaeology); Democracy; Witness; Humanities; Sociology; Political science; History; Politics; Art; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003136463,0.0001245824,0.0003657314,0.001228595,0.0002570766,0.00001214198,0.001056948,0.0001037956,0.00003839259],"category_scores_gemma":[0.001037786,0.0001266418,0.0001162718,0.002997174,0.00103255,0.0009373193,0.00002942533,0.0002210887,0.000001126503],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002145142,"about_ca_system_score_gemma":0.006517283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009050371,"about_ca_topic_score_gemma":0.006351424,"domain_scores_codex":[0.9972812,0.0007812614,0.0008602508,0.0001971362,0.0006524362,0.0002277357],"domain_scores_gemma":[0.9967927,0.0002495916,0.00159445,0.0002138114,0.001034629,0.0001147642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009549455,0.003239563,0.1100735,0.0002757424,0.00002324837,6.26221e-7,0.8482758,0.003253667,0.0007871513,0.03209331,0.00003569724,0.001846151],"study_design_scores_gemma":[0.0005207912,0.0002147265,0.1666533,0.0007875584,0.00006277348,0.000008213115,0.8205692,0.0000242094,0.000847206,0.009316697,0.0008719938,0.0001233296],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885291,0.0003263818,0.0001150124,0.0007353986,0.0002990122,0.0004189883,0.00002485269,0.000002959934,0.009548292],"genre_scores_gemma":[0.9953894,0.0002267811,0.004175456,0.00003269837,0.00003127502,0.000002071526,0.000002534092,0.000005448518,0.0001343305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05657976,"threshold_uncertainty_score":0.9991149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07558711411738922,"score_gpt":0.3701898814563409,"score_spread":0.2946027673389517,"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."}}