{"id":"W3216734310","doi":"10.1016/j.worlddev.2021.105757","title":"‘To prevent this disease, we have to stay at home, but if we stay at home, we die of hunger’ – Livelihoods, vulnerability and coping with Covid-19 in rural Mozambique","year":2021,"lang":"en","type":"article","venue":"World Development","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Edinburgh; Scottish Funding Council; International Development Research Centre; Foreign, Commonwealth and Development Office; California Walnut Commission","keywords":"Livelihood; Vulnerability (computing); Coronavirus disease 2019 (COVID-19); Coping (psychology); Poverty; 2019-20 coronavirus outbreak; Economic growth; Socioeconomics; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Development economics; Medicine; Disease; Economics; Virology; Infectious disease (medical specialty); Computer security; Agriculture; Outbreak; Psychiatry","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":[0.001133991,0.0001864925,0.0001918155,0.0002732935,0.005415641,0.001490066,0.0003747715,0.0007707763,0.002372531],"category_scores_gemma":[0.001090574,0.0001940754,0.0001836476,0.0003894375,0.003482784,0.001150566,0.001616739,0.001059374,0.0001159465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003182346,"about_ca_system_score_gemma":0.002909194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1234944,"about_ca_topic_score_gemma":0.222054,"domain_scores_codex":[0.9994822,0.0002435492,0.00001128826,0.00003153542,0.00002452061,0.0002068407],"domain_scores_gemma":[0.9996563,0.0001019448,0.00008587261,0.00001635887,0.00004205582,0.00009744376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001172905,0.00007278375,0.1215717,0.0005787477,0.00005871912,0.005398775,0.799657,0.0002415853,0.00528364,0.01300269,0.007022968,0.04699405],"study_design_scores_gemma":[0.00001341441,0.0001463424,0.1823894,0.000581144,0.00002682627,0.001284807,0.748497,0.0001887022,0.0003253633,0.001612423,0.06489173,0.00004287726],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833293,0.001242782,0.0004782248,0.007005425,0.00003397601,0.00003811997,0.00006562702,0.000006281694,0.007800183],"genre_scores_gemma":[0.9965819,0.000769591,0.0003083895,0.0006163137,0.000007824246,0.00002329937,0.00001802006,0.00000241979,0.001672259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1234944,"threshold_uncertainty_score":0.245551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918066296316806,"score_gpt":0.2912945400410044,"score_spread":0.2721138770778363,"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."}}