{"id":"W4410310669","doi":"10.1080/02255189.2025.2487285","title":"Empowerment versus (re)distribution in South Africa: the political economy of assets in elite transitions","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Development Studies/Revue canadienne d études du développement","topic":"South African History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Elite; Empowerment; Politics; Distribution (mathematics); Political science; Development economics; Economics; Economic system; Economic growth; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001935203,0.0001509776,0.0001790869,0.001107381,0.005020617,0.004186446,0.0003483601,0.0007804764,0.007176243],"category_scores_gemma":[0.00348927,0.0001213456,0.0001234432,0.001303198,0.01260187,0.003608679,0.005495661,0.001448134,0.000171636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006001143,"about_ca_system_score_gemma":0.002898076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103433,"about_ca_topic_score_gemma":0.01852855,"domain_scores_codex":[0.9986635,0.0005631973,0.00002860173,0.00008826901,0.00009520356,0.0005611217],"domain_scores_gemma":[0.9988619,0.0005729815,0.0002229418,0.00005451182,0.00006221884,0.0002253764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009044227,0.00004484575,0.01122261,0.000075593,0.000008113779,0.0009414527,0.0906707,0.0004100231,0.0007597132,0.8705003,0.0006999293,0.02457644],"study_design_scores_gemma":[0.00008412806,0.0001420288,0.1265816,0.0007828541,0.00003229802,0.001052596,0.2681551,0.001758417,0.001307594,0.4777246,0.1223292,0.00004968591],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8276877,0.00126717,0.00190512,0.012117,0.00003525732,0.00003135818,0.00002909705,0.00000431627,0.156923],"genre_scores_gemma":[0.9983101,0.0001854871,0.00006460799,0.00007469612,0.000006025398,0.000004130384,0.000001946138,0.000001316138,0.001351703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0103433,"threshold_uncertainty_score":0.04354155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05375227825912932,"score_gpt":0.2740847605824015,"score_spread":0.2203324823232722,"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."}}