{"id":"W2768833524","doi":"10.2307/j.ctt183p1vx","title":"Contesting Transformation","year":2014,"lang":"en","type":"book","venue":"Pluto Press eBooks","topic":"South African History and Culture","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformation (genetics); Project commissioning; Publishing; Political science; Sociology; Media studies; Law","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":[0.001426313,0.0009805667,0.0008633655,0.003017242,0.001132187,0.006480811,0.001061846,0.002597918,0.02680709],"category_scores_gemma":[0.005708029,0.0003632696,0.0004918013,0.004444523,0.003982663,0.007707958,0.002705493,0.002309875,0.008599113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003421424,"about_ca_system_score_gemma":0.006070861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006387631,"about_ca_topic_score_gemma":0.01109923,"domain_scores_codex":[0.9988035,0.0003496881,0.00008211028,0.0001826996,0.0004603263,0.0001216865],"domain_scores_gemma":[0.998017,0.001121915,0.0001438578,0.0001508581,0.0004378795,0.0001286539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001441699,0.00002418147,0.0001088881,0.004184015,0.00002188325,0.00007797979,0.0009158045,0.0001489943,0.0001991073,0.04909268,0.6501597,0.2950524],"study_design_scores_gemma":[0.00000196895,0.000004673846,0.0002183842,0.00231211,0.000005154618,0.000100408,0.0003073842,0.00002201739,0.00004323922,0.004234497,0.992744,0.000006241896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0002158414,0.952807,0.0002099553,0.01130447,0.00533117,0.0000119245,0.0000752771,0.0000206684,0.03002362],"genre_scores_gemma":[0.007519942,0.9534326,0.0002391009,0.005246715,0.007055155,0.00004544346,0.0002410766,0.00004053363,0.0261794],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02680709,"threshold_uncertainty_score":0.0896787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0485506364113855,"score_gpt":0.2673740844481828,"score_spread":0.2188234480367973,"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."}}