{"id":"W2317697157","doi":"10.5274/assbt.2005.38","title":"The implementation of BEETCAST - a weather-timed fungicide spray program for the control of Cercospora Leafspot in Ontario and Michigan","year":2005,"lang":"en","type":"article","venue":"American Society of Sugarbeet Technologist","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cercospora; Fungicide; Aeronautics; Computer science; Meteorology; Environmental science; Geography; Engineering; Biology; Agronomy; Leaf spot","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":[0.0004196537,0.0001746246,0.0001354608,0.0002166841,0.002033214,0.0004900911,0.0008302591,0.0003126963,0.001580517],"category_scores_gemma":[0.0005699196,0.0001906897,0.0001705867,0.0001594717,0.0004043537,0.0002489233,0.000394689,0.0004738489,0.0001085253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01241747,"about_ca_system_score_gemma":0.01911743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.854221,"about_ca_topic_score_gemma":0.9762948,"domain_scores_codex":[0.9996265,0.00005193041,0.00001490323,0.00005900192,0.0001268609,0.0001207011],"domain_scores_gemma":[0.9991056,0.00004841228,0.0001150873,0.00003059247,0.0003302702,0.0003700431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002871411,0.002218192,0.5641371,0.0002930714,0.0001388638,0.001870604,0.005746122,0.002171437,0.2645014,0.001793332,0.01217574,0.1420827],"study_design_scores_gemma":[0.0001779854,0.001898959,0.959938,0.00002238418,0.00005588896,0.0001746609,0.00198306,0.001469687,0.01077002,0.00007299883,0.02341264,0.00002372141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989768,0.0001365547,0.0008418411,0.0008931541,0.00003667604,0.0006766457,0.0004669058,0.0001009109,0.007079335],"genre_scores_gemma":[0.9806445,0.000212407,0.003785361,0.000375651,0.00001702152,0.0002391659,0.0006749395,0.00001606149,0.01403478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.854221,"threshold_uncertainty_score":0.2932749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037707168109511,"score_gpt":0.2509170976424189,"score_spread":0.2405400259613238,"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."}}