{"id":"W4205365846","doi":"10.1007/s12571-022-01255-2","title":"Welfare impacts of improved groundnut varieties adoption and food security implications in the semi-arid areas of West Africa","year":2022,"lang":"en","type":"article","venue":"Food Security","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"United States Agency for International Development","keywords":"Poverty; Food security; Welfare; Consumption (sociology); Per capita; Agricultural economics; Economics; Panel data; Agriculture; Per capita income; Socioeconomics; Geography; Economic growth; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003548476,0.0002219988,0.0001461644,0.0003144086,0.0003495881,0.0005264389,0.0001705892,0.0001893356,0.001749603],"category_scores_gemma":[0.0007716417,0.00007900601,0.0002243916,0.0005985481,0.0004807647,0.000397982,0.0005257399,0.0002412176,0.00007805928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067319,"about_ca_system_score_gemma":0.0005980124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01730588,"about_ca_topic_score_gemma":0.0367134,"domain_scores_codex":[0.9997287,0.00009812357,0.000007518263,0.00002737379,0.00001840658,0.000119844],"domain_scores_gemma":[0.9996713,0.00007918887,0.0001396981,0.00001136233,0.00002992057,0.0000685932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006628112,0.002161609,0.8645546,0.0003342725,0.0003509775,0.003857855,0.006229493,0.003139637,0.04653691,0.004665496,0.0007206153,0.06082036],"study_design_scores_gemma":[0.00003153199,0.0008255386,0.9924516,0.00003415712,0.00004990154,0.0001182818,0.003616947,0.0004242297,0.001115407,0.0005357636,0.0007902962,0.000006326802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996033,0.00005275205,0.00001435157,0.00004236689,0.000001129246,0.000002011464,0.0000387598,4.560252e-7,0.0002448588],"genre_scores_gemma":[0.9996885,0.0000874075,0.00002325581,0.000009695907,6.764313e-7,0.00000213845,0.00001862409,2.683928e-7,0.0001694138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01730588,"threshold_uncertainty_score":0.0344103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743496163809519,"score_gpt":0.2333340714785472,"score_spread":0.205899109840452,"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."}}