{"id":"W4390666983","doi":"10.3389/fsufs.2023.1214361","title":"Impacts of the COVID-19 pandemic on food systems in Manitoba, Canada and ways forward for resilience: a scoping review","year":2024,"lang":"en","type":"review","venue":"Frontiers in Sustainable Food Systems","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Food security; Food systems; Resilience (materials science); Pandemic; Coronavirus disease 2019 (COVID-19); Grey literature; Food insecurity; Scholarship; Psychological resilience; Political science; Business; Environmental resource management; Environmental planning; Economic growth; Geography; Economics; Agriculture; Medicine; MEDLINE; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.006342323,0.001171347,0.00202417,0.01040877,0.002786869,0.004916113,0.001740649,0.001549048,0.00295966],"category_scores_gemma":[0.0190478,0.0006354616,0.001856872,0.02155397,0.00188166,0.001644876,0.00174212,0.001416683,0.000306468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04503309,"about_ca_system_score_gemma":0.2229463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8801234,"about_ca_topic_score_gemma":0.9468274,"domain_scores_codex":[0.9974198,0.0005744756,0.0004018246,0.0002108489,0.001072295,0.0003208604],"domain_scores_gemma":[0.9876354,0.005635526,0.00105968,0.0001783367,0.005059024,0.0004320201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001245255,0.00005444596,0.005241023,0.4683355,0.00154481,0.0003743314,0.004489118,0.001180421,0.0003885643,0.009913823,0.04100141,0.4673519],"study_design_scores_gemma":[0.00002355049,0.00005669353,0.01536592,0.6261737,0.003222676,0.0002817273,0.005134596,0.0002369247,0.0002827492,0.001439452,0.3477063,0.0000758351],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004794225,0.996633,0.00005759262,0.001087472,0.0001543921,0.00004980035,0.0001927437,0.000004398797,0.001341184],"genre_scores_gemma":[0.004930496,0.9940865,0.0002057021,0.0003814014,0.00003414201,0.00004340465,0.0000952368,0.00000207861,0.0002210575],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1198766,"threshold_uncertainty_score":0.3267395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2021650170749377,"score_gpt":0.4404283285869853,"score_spread":0.2382633115120477,"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."}}