{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00120264,0.0002299726,0.000428329,0.00176175,0.000145877,0.0001939904,0.0001736375,0.0001391477,0.00003957246],"category_scores_gemma":[0.001167855,0.0002923238,0.00005527034,0.001575322,0.0001279596,0.0003728528,0.0001942654,0.0002804987,0.00006120228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004519802,"about_ca_system_score_gemma":0.0002853204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001424531,"about_ca_topic_score_gemma":0.005723622,"domain_scores_codex":[0.9982303,0.00007989108,0.0005241461,0.0005148358,0.00005577715,0.0005950681],"domain_scores_gemma":[0.9985343,0.0006059247,0.0001962162,0.0002968767,0.00001142861,0.0003553102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001615465,0.0004741768,0.3709204,0.00154172,0.0002720841,0.0001020879,0.1225597,0.0001937473,0.0005332071,0.4878699,0.01017488,0.003742708],"study_design_scores_gemma":[0.008224105,0.001479551,0.1245634,0.0002180783,0.00002604341,0.0001000093,0.01064879,0.001236848,0.00006796011,0.4885415,0.3632748,0.001618924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842483,0.004087896,0.00003512007,0.007706723,0.00008911818,0.0003979137,0.0004857125,0.0002167321,0.002732504],"genre_scores_gemma":[0.997213,0.0009565747,0.00005268688,0.00113968,0.0001737765,0.00006405037,0.0000141502,0.00004086192,0.0003451864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3530999,"threshold_uncertainty_score":0.9999529,"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."}}