{"id":"W3192796727","doi":"10.19197/tbr.v19i3.328","title":"COVID-19 VS. RISK MANAGEMENT SYSTEMS IN THE US AND CANADIAN AGRICULTURE","year":2020,"lang":"en","type":"article","venue":"Torun Business Review","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Pandemic; Risk management; Business; New normal; Coronavirus disease 2019 (COVID-19); Storm; Natural resource economics; Environmental resource management; Climate change; Environmental planning; Economics; Geography; Finance; Ecology; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002672473,0.0003561635,0.000283783,0.004222794,0.001907984,0.005054537,0.0007905553,0.0008336548,0.002954091],"category_scores_gemma":[0.006396995,0.0001394225,0.0003255426,0.008098808,0.001560487,0.00106532,0.0007018924,0.0008097674,0.0002012589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05902015,"about_ca_system_score_gemma":0.06662527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9541068,"about_ca_topic_score_gemma":0.9558194,"domain_scores_codex":[0.9976801,0.0004066138,0.00009789673,0.0001330706,0.001250343,0.0004319377],"domain_scores_gemma":[0.9947789,0.001010597,0.0004200347,0.00007887455,0.003298178,0.0004134526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002227267,0.0001268962,0.03919487,0.005091829,0.000223345,0.0005626919,0.003915139,0.007765593,0.0006922408,0.3169471,0.1080862,0.5171714],"study_design_scores_gemma":[0.00004612301,0.0001546706,0.1690661,0.006517415,0.0003850888,0.0002161275,0.01354144,0.003554531,0.0008109194,0.01549588,0.7900633,0.0001483503],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09726332,0.4746026,0.001844173,0.04203788,0.0005676041,0.0002094691,0.002034751,0.00007086685,0.3813694],"genre_scores_gemma":[0.7545634,0.2269561,0.001965307,0.002581938,0.0001419976,0.00003871891,0.0006745416,0.00001823774,0.01305974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05902015,"threshold_uncertainty_score":0.4282231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04886583065146165,"score_gpt":0.2498486751234761,"score_spread":0.2009828444720145,"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."}}