{"id":"W2944804029","doi":"","title":"Managing stripe rust in winter wheat in western Canada","year":2016,"lang":"en","type":"article","venue":"","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Stripe rust; Winter wheat; Geography; Agronomy; Biology","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":[0.0005151657,0.000194744,0.0001776001,0.0005364408,0.003064265,0.001497354,0.001094667,0.000382886,0.000666811],"category_scores_gemma":[0.0006192257,0.00009908355,0.00009948269,0.001027864,0.0006391634,0.000346801,0.0004082365,0.0004924958,0.00005942582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04468181,"about_ca_system_score_gemma":0.04632949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9894047,"about_ca_topic_score_gemma":0.9974272,"domain_scores_codex":[0.9995152,0.00005014755,0.00001520787,0.00004468402,0.0001479248,0.000226935],"domain_scores_gemma":[0.9989795,0.00005244618,0.0001230095,0.0000130238,0.0005090382,0.0003229965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001165405,0.0009092617,0.5544941,0.0005618266,0.0001617158,0.004660397,0.01432263,0.009655583,0.1242271,0.006713123,0.01272087,0.270408],"study_design_scores_gemma":[0.00007626927,0.0005721597,0.8819558,0.0001270917,0.0001155684,0.0006214133,0.03438719,0.004374842,0.01133646,0.0008035894,0.06557222,0.00005735504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849376,0.002198591,0.0006481641,0.0026177,0.00002689638,0.0000749451,0.0002670923,0.00004665907,0.009182303],"genre_scores_gemma":[0.9906764,0.001434913,0.001186058,0.0003646968,0.00000623767,0.00001004072,0.0001715106,0.00001202023,0.006138172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04468181,"threshold_uncertainty_score":0.3241907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005992304284151834,"score_gpt":0.2116820245354463,"score_spread":0.2056897202512945,"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."}}