{"id":"W4403204383","doi":"10.1186/s40795-024-00942-x","title":"COVID-19 and its effects on food producers: panel data evidence from Burkina Faso","year":2024,"lang":"en","type":"article","venue":"BMC Nutrition","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Global Affairs Canada; International Development Research Centre","keywords":"Livestock; Panel data; Possession (linguistics); Pandemic; Socioeconomics; Environmental health; Confounding; Agricultural economics; Geography; Coronavirus disease 2019 (COVID-19); Medicine; Business; Economics; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007393407,0.0001952934,0.0003031367,0.0002957407,0.00009930187,0.0002281678,0.0003505577,0.0001399726,0.00009491401],"category_scores_gemma":[0.005740514,0.0002249268,0.00005195754,0.0003273853,0.00003000804,0.0008261217,0.0001771235,0.0002018553,0.0005289717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004177488,"about_ca_system_score_gemma":0.0001448525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003165976,"about_ca_topic_score_gemma":0.00006873195,"domain_scores_codex":[0.9981915,0.00005012456,0.0003603591,0.001042053,0.00007796092,0.0002779545],"domain_scores_gemma":[0.9974275,0.001457691,0.0001172796,0.0007375436,0.00001640557,0.0002436189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002695072,0.003006868,0.1937392,0.09290676,0.001487272,0.0005960162,0.01249815,0.0005187709,0.02158955,0.2445519,0.3695115,0.05689904],"study_design_scores_gemma":[0.005920126,0.001964279,0.05915217,0.006464946,0.0001702505,0.0000580328,0.0001628138,0.05557426,0.007385828,0.1864841,0.6745737,0.002089539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.890803,0.08949666,0.006421924,0.007532046,0.001367864,0.001529406,0.002278158,0.0003395831,0.0002313052],"genre_scores_gemma":[0.9946301,0.002368763,0.0004048544,0.001361553,0.0007260994,0.00008683083,0.0002916039,0.00003352733,0.00009667016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3050622,"threshold_uncertainty_score":0.9172251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.21146781706083,"score_gpt":0.3255550342681613,"score_spread":0.1140872172073313,"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."}}