{"id":"W4389145788","doi":"10.1080/02255189.2023.2276915","title":"Diversification of sugar production in Zimbabwe: wealth accumulation from below by outgrowers","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Development Studies/Revue canadienne d études du développement","topic":"African studies and sociopolitical issues","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capital accumulation; Political science; Diversification (marketing strategy); Economics; Economy; Humanities; Geography; Welfare economics; Business; Market economy; Art","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001765618,0.0001980633,0.0005063575,0.0005160473,0.0008150981,0.0000282247,0.0003474098,0.00009318326,0.00006059264],"category_scores_gemma":[0.00117728,0.0002096759,0.00007550731,0.0009821869,0.0003622875,0.000204624,0.00005036784,0.0001750783,0.00001137528],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004824733,"about_ca_system_score_gemma":0.002247084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08398704,"about_ca_topic_score_gemma":0.8155594,"domain_scores_codex":[0.9975801,0.000153917,0.0008853666,0.0002924072,0.0002759832,0.0008122421],"domain_scores_gemma":[0.9977779,0.0001828731,0.0004747362,0.0001365267,0.0007632644,0.0006647153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003407271,0.00007855192,0.3229823,0.0001223257,0.0006850579,0.00009604698,0.6334915,0.000191223,0.00005073493,0.008790737,0.02521393,0.008263602],"study_design_scores_gemma":[0.0008890454,0.0001200971,0.3158227,0.0004386035,0.00008742089,0.000001623044,0.5104697,0.00001330336,0.0001769568,0.001799474,0.1696747,0.0005064015],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738629,0.0009909986,0.0000210465,0.02289752,0.001244579,0.0003526316,0.00003508191,0.00001563468,0.0005796526],"genre_scores_gemma":[0.9965527,0.002032894,0.000657937,0.0001136172,0.0002296669,0.00001979242,0.00003666752,0.00001662697,0.0003400877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7315724,"threshold_uncertainty_score":0.9989955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048197688332765,"score_gpt":0.3208242119850546,"score_spread":0.2160044431517781,"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."}}