{"id":"W3110419598","doi":"10.1016/j.socscimed.2020.113550","title":"Agroecology and household production diversity and dietary diversity: Evidence from a five-year agroecological intervention in rural Malawi","year":2020,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Global Affairs Canada","keywords":"Agroecology; Diversity (politics); Context (archaeology); Agriculture; Population; Geography; Socioeconomics; Political science; Environmental health; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002122222,0.0005754854,0.0005688762,0.0007045,0.002314968,0.0008823827,0.001198775,0.0009292242,0.001315574],"category_scores_gemma":[0.005510329,0.0004586212,0.0005079594,0.001566084,0.002634836,0.0008813752,0.002683102,0.001041857,0.0001495889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003545782,"about_ca_system_score_gemma":0.00412953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1049022,"about_ca_topic_score_gemma":0.1745121,"domain_scores_codex":[0.9970183,0.001727926,0.00006528081,0.0001813951,0.0001369823,0.0008700249],"domain_scores_gemma":[0.9963917,0.0009713022,0.001230571,0.0002249527,0.0003095076,0.0008719019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003948479,0.01505248,0.9025924,0.0007185234,0.0006891749,0.001021678,0.02433602,0.0007970477,0.003580524,0.001094431,0.001033706,0.04513549],"study_design_scores_gemma":[0.0002346853,0.003882262,0.985112,0.00009108285,0.0002823859,0.00005297485,0.008386245,0.0003373466,0.0004669741,0.00009886129,0.001040063,0.00001504567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992773,0.0001740306,0.00006502247,0.0001655531,0.000005147741,0.00004206429,0.00004429544,0.000002060341,0.0002245104],"genre_scores_gemma":[0.9991193,0.0002166335,0.0001568391,0.00007286479,0.00000557636,0.00009125218,0.00005479877,6.974211e-7,0.0002819286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1049022,"threshold_uncertainty_score":0.2085832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05734470356946339,"score_gpt":0.2489647324381007,"score_spread":0.1916200288686373,"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."}}