{"id":"W3027916605","doi":"10.1007/s10460-020-10051-7","title":"Post COVID 19 and food pathways to sustainable transformation","year":2020,"lang":"en","type":"article","venue":"Agriculture and Human Values","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":94,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"Biovision Foundation for Ecological Development; University of Oxford","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Transformation (genetics); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Environmental sociology; Sustainable development; Development studies; Sociology; Economics; Biology; Virology; Economic growth; Ecology; Social science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000156922,0.000218095,0.0002309376,0.0000104981,0.0007950353,0.0002064122,0.0001457231,0.0001254672,0.00008663508],"category_scores_gemma":[0.00008919567,0.00007253374,0.00007058092,0.0002918251,0.0000625051,0.0003060601,0.00008703788,0.0001402682,0.000008149413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000346568,"about_ca_system_score_gemma":0.00001021343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003109494,"about_ca_topic_score_gemma":0.0004984714,"domain_scores_codex":[0.9987709,0.00007255701,0.0002178666,0.0004055859,0.0001833048,0.0003497867],"domain_scores_gemma":[0.9990631,0.00006131616,0.00004952528,0.00003854702,0.0001702165,0.0006173128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002092715,0.0004584549,0.0208507,0.001016764,0.0001680719,0.00006580471,0.09795951,0.0000171395,0.4967932,0.2562602,0.1080395,0.01816136],"study_design_scores_gemma":[0.0005460262,0.004287418,0.3722152,0.00001559103,0.00008495239,0.00003480068,0.07331816,0.000004841454,0.002172337,0.009797907,0.5367105,0.0008122599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753953,0.0005207602,0.000009407019,0.02145065,0.0000137663,0.0006151722,0.00005708482,0.0001480885,0.001789812],"genre_scores_gemma":[0.9935488,0.000029492,0.00002268023,0.005416239,0.0003098822,0.00003059703,0.0001519765,0.000001042871,0.0004893123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4946209,"threshold_uncertainty_score":0.6114849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092460501810932,"score_gpt":0.210493751777865,"score_spread":0.1895691467597557,"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."}}