{"id":"W2790088472","doi":"10.1094/pdis-12-17-1920-re","title":"Fungicide and Cultivar Management of Leaf Spot Diseases of Winter Wheat in Western Canada","year":2018,"lang":"en","type":"article","venue":"Plant Disease","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan","funders":"","keywords":"Fungicide; Leaf spot; Septoria; Powdery mildew; Biology; Cultivar; Agronomy; Strobilurin; Mycosphaerella graminicola; Winter wheat; Horticulture; Yield (engineering); Azoxystrobin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029361,0.00006479306,0.0001108321,0.000007269149,0.00002158617,0.000004359325,0.00007560555,0.00001465038,0.00007281931],"category_scores_gemma":[0.000002863228,0.00002599264,0.00002140596,0.00005413191,0.00005736391,0.00001531636,0.00004615141,0.00001668184,0.000001087549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005023604,"about_ca_system_score_gemma":0.000009179847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01318931,"about_ca_topic_score_gemma":0.1235876,"domain_scores_codex":[0.9995227,0.00002185186,0.0001236207,0.0001281991,0.00008562542,0.0001180075],"domain_scores_gemma":[0.9997957,0.00002716391,0.00002985747,0.00003554232,0.00001268796,0.00009908064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000280685,0.000114483,0.9726159,0.00007062645,0.00001482399,0.0001077326,0.0000428541,0.000001094706,0.01909872,0.0000729447,0.0008370448,0.006743075],"study_design_scores_gemma":[0.0001265011,0.00008685433,0.9959288,0.00006919448,0.0000231398,0.000001383745,0.00008430135,0.00002022188,0.00192239,0.00009730824,0.001570963,0.00006889829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998237,0.0006552062,4.991633e-7,0.0002348379,0.00005369574,0.00007965251,0.0005311392,0.00000296132,0.0002050606],"genre_scores_gemma":[0.999548,0.0001029425,0.000009915118,0.00008253992,0.00004439347,0.000003059786,0.00007430513,3.981993e-7,0.0001344816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1103983,"threshold_uncertainty_score":0.9933819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237888991457267,"score_gpt":0.2035110754527477,"score_spread":0.191132185538175,"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."}}