{"id":"W2558397512","doi":"10.5539/jsd.v9n6p96","title":"Nyama Choma Culture: Implications of Increased Red Meat and Alcohol Consumption in East Africa","year":2016,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Cancer Research Fund International; U.S. Department of Agriculture","keywords":"Champion; Sustainability; Consumption (sociology); Red meat; Value (mathematics); Overconsumption; Food systems; Variety (cybernetics); Economic growth; Political science; Development economics; Economics; Geography; Sociology; Production (economics); Biology; Social science; Ecology; Food science; Food security","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":[0.0005466575,0.0001277268,0.0002447806,0.00007363062,0.0001350168,0.00003220923,0.0002103039,0.0000918238,0.0001933231],"category_scores_gemma":[0.0001230764,0.00003759054,0.00004875432,0.0004129041,0.00006444517,0.0002754942,0.0001043496,0.0001099796,0.000006106595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001656007,"about_ca_system_score_gemma":0.00008519244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002256925,"about_ca_topic_score_gemma":0.00004060551,"domain_scores_codex":[0.9985834,0.00007170578,0.0005349051,0.0001529471,0.0003208837,0.0003362096],"domain_scores_gemma":[0.9989586,0.00009868601,0.0002751128,0.00003584059,0.0004805367,0.0001512367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003152022,0.0003681225,0.3684277,0.0001015101,0.0001115287,0.0001234447,0.002070551,9.911366e-7,0.5189202,0.002257328,0.01362173,0.09368174],"study_design_scores_gemma":[0.000549953,0.000111357,0.9521064,0.0001147713,0.00000720315,0.0000531695,0.00218307,2.468511e-7,0.007583533,0.0006449034,0.03652327,0.0001220775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927227,0.0004572468,0.00001510577,0.005614627,0.00002033188,0.0002505235,0.000003028873,0.00000735764,0.0009089993],"genre_scores_gemma":[0.9966238,0.0004825992,0.0003991004,0.00002816843,0.0000429953,0.00001353371,0.000005872279,9.193383e-7,0.002403041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5836788,"threshold_uncertainty_score":0.2116752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624662048820096,"score_gpt":0.2434997452671294,"score_spread":0.2172531247789284,"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."}}