{"id":"W4367678458","doi":"10.1093/ia/iiad072","title":"New leaders, new dawns? South Africa and Zimbabwe under Cyril Ramaphosa and Emmerson Mnangagwa","year":2023,"lang":"en","type":"article","venue":"International Affairs","topic":"African studies and sociopolitical issues","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Queen (butterfly); Management; Political science; Economic history; History; Media studies; Sociology; Economics","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":[0.0008053415,0.00058862,0.0003731455,0.0009805869,0.003025029,0.004967788,0.0003473107,0.001008417,0.05298686],"category_scores_gemma":[0.001454727,0.0003818938,0.0001262646,0.003267581,0.001861031,0.004051001,0.002290203,0.001640301,0.00654542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001977942,"about_ca_system_score_gemma":0.002994312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03003077,"about_ca_topic_score_gemma":0.06418575,"domain_scores_codex":[0.999729,0.00007786764,0.00001215803,0.0000329863,0.00006815101,0.00007977924],"domain_scores_gemma":[0.9996901,0.0001159436,0.00004639511,0.00001262561,0.00003492578,0.0001001023],"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":[0.00005643643,0.00001681992,0.0006797173,0.000712601,0.000006092166,0.0002551622,0.0132407,0.00003208297,0.0004662609,0.02782897,0.8484024,0.1083027],"study_design_scores_gemma":[0.000003214009,0.000003453839,0.001441697,0.0004632919,0.00000209414,0.00006225284,0.004002668,0.000005470437,0.00004034042,0.0007047185,0.9932678,0.000002973814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.007273594,0.6438375,0.0001878548,0.1546727,0.01050234,0.00005612255,0.0003817595,0.00005438401,0.1830337],"genre_scores_gemma":[0.07367988,0.47777,0.0005965302,0.01351334,0.004684705,0.0001377494,0.000365899,0.0001473584,0.4291045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05298686,"threshold_uncertainty_score":0.1772587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06473170269454762,"score_gpt":0.3340837699196423,"score_spread":0.2693520672250946,"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."}}