{"id":"W4386587447","doi":"10.1002/wfp2.12060","title":"COVID‐19 pandemic, farming households' food and nutrition security, and response strategies in Ghana, West Africa","year":2023,"lang":"en","type":"article","venue":"World Food Policy","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Food security; Agriculture; Vulnerability (computing); Pandemic; Coping (psychology); Consumption (sociology); Food insecurity; Socioeconomics; Focus group; Business; Coronavirus disease 2019 (COVID-19); Environmental health; Malnutrition; Geography; Economic growth; Economics; Medicine; Infectious disease (medical specialty); Marketing","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":[0.0007451412,0.0001999107,0.0001657534,0.0005330213,0.000420298,0.0005591159,0.0001803556,0.000371512,0.003200315],"category_scores_gemma":[0.00270489,0.0001301972,0.0001279965,0.001389315,0.0006632904,0.0007334627,0.0005951673,0.0004313058,0.000110222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537515,"about_ca_system_score_gemma":0.0008683892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04221858,"about_ca_topic_score_gemma":0.05225934,"domain_scores_codex":[0.9996433,0.0001853088,0.00001410782,0.00002476415,0.00001655378,0.000115973],"domain_scores_gemma":[0.9979085,0.0007014843,0.000942837,0.00002526972,0.00009754315,0.0003243637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001190218,0.0001068907,0.987573,0.00007124116,0.00003477753,0.0005925556,0.003758407,0.0004843794,0.0001851049,0.0008708508,0.0004688073,0.005734833],"study_design_scores_gemma":[0.000009615776,0.00008877806,0.9777555,0.0000587104,0.00001271165,0.00009216188,0.01998356,0.0006491009,0.00005432041,0.0003751229,0.0009152624,0.000005195174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981673,0.0003595306,0.0000545586,0.0006511605,0.000003746228,0.000008632911,0.0001583999,8.20356e-7,0.0005958484],"genre_scores_gemma":[0.9995155,0.0002085894,0.00004218171,0.00003608916,0.000002441464,0.000007025272,0.00004353719,3.084091e-7,0.0001443689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04221858,"threshold_uncertainty_score":0.08394563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08863436495405065,"score_gpt":0.3063989887715524,"score_spread":0.2177646238175018,"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."}}