{"id":"W3207274259","doi":"10.1002/aepp.13200","title":"Food insecurity and <scp>COVID</scp>‐19 risk in low‐ and <scp>middle‐income</scp> countries","year":2021,"lang":"en","type":"article","venue":"Applied Economic Perspectives and Policy","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University; Bill and Melinda Gates Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Food insecurity; Business; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Advertising; Economics; Food security; Virology; Geography; Medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006638704,0.0002099331,0.0001974499,0.0007498823,0.0007909318,0.00118815,0.0001939498,0.000457921,0.002251436],"category_scores_gemma":[0.002376369,0.0002109018,0.0003270077,0.001478807,0.0008518639,0.0008398087,0.001432072,0.0007684515,0.000192737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008218056,"about_ca_system_score_gemma":0.000771838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04278301,"about_ca_topic_score_gemma":0.04510173,"domain_scores_codex":[0.9996277,0.0001121945,0.00002722889,0.00004251396,0.00002530244,0.0001651797],"domain_scores_gemma":[0.9980853,0.0002589374,0.001119245,0.00006815183,0.0001146378,0.0003538927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004085191,0.00004024269,0.9958302,0.00001691522,0.00002655576,0.0001440638,0.001588703,0.00009948731,0.00007210987,0.0003218573,0.0001365757,0.001682473],"study_design_scores_gemma":[0.000002065909,0.00005350279,0.9923833,0.00005462854,0.00001056638,0.00009428654,0.006551381,0.000188598,0.00005234546,0.00014941,0.0004524114,0.000007494198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985267,0.0001968738,0.00003643741,0.0002181307,0.00000244679,0.000004762781,0.00029105,7.364666e-7,0.0007227554],"genre_scores_gemma":[0.9995636,0.000164142,0.00002492958,0.00001841998,0.000001382627,0.000003675086,0.0001306704,3.627495e-7,0.00009274412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04278301,"threshold_uncertainty_score":0.08506799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008413708521951866,"score_gpt":0.2119633201605599,"score_spread":0.2035496116386081,"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."}}