{"id":"W3104209308","doi":"10.1038/s43016-020-00179-4","title":"United Kingdom’s fruit and vegetable supply is increasingly dependent on imports from climate-vulnerable producing countries","year":2020,"lang":"en","type":"article","venue":"Nature Food","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"Wellcome Trust; Wellcome","keywords":"Vulnerability (computing); Agriculture; Climate change; Consumption (sociology); Agricultural economics; Geography; Business; Economics; Biology; Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002578894,0.0002860965,0.0002466432,0.00002759891,0.0004013094,0.0001149616,0.0002002588,0.0003092801,0.00140007],"category_scores_gemma":[0.0001607787,0.0002191834,0.00005322141,0.0002742634,0.0001441756,0.0003925656,0.0002976109,0.0008705333,0.0001132862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002848943,"about_ca_system_score_gemma":0.00001172133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141575,"about_ca_topic_score_gemma":0.0001635939,"domain_scores_codex":[0.9980004,0.00009037519,0.0002236259,0.0007049742,0.0005044407,0.0004761162],"domain_scores_gemma":[0.9992497,0.00009045911,0.0001026982,0.0002777191,0.000007716274,0.0002717204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005842982,0.0003362974,0.9641579,0.0001178843,0.000113053,0.00009454299,0.008124093,0.001892595,0.008783295,0.0003549579,0.01445822,0.0009828516],"study_design_scores_gemma":[0.001377709,0.001231748,0.8167503,0.00008284967,0.000124379,0.00003405636,0.001217747,0.000279487,0.04552905,0.00134618,0.1311589,0.0008675695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929814,0.000388985,0.000007977484,0.004385606,0.00009431186,0.0003979663,0.0001644412,0.0000822405,0.001497078],"genre_scores_gemma":[0.9925823,0.00005436518,0.0002454908,0.006800643,0.0001325511,0.00001215269,0.00008885939,0.00002309565,0.00006058818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1474076,"threshold_uncertainty_score":0.9995128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009463386636142988,"score_gpt":0.2174271331126164,"score_spread":0.2079637464764734,"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."}}