{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004716578,0.00007581012,0.00008024647,0.00002613543,0.00001256514,0.000005021619,0.00007575042,0.00003518266,0.00006701326],"category_scores_gemma":[0.000009829584,0.0000464701,0.00001569893,0.00003332352,0.00001632584,0.000001551469,0.00008534578,0.00002694335,0.00000548628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003287439,"about_ca_system_score_gemma":0.00005444572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08331254,"about_ca_topic_score_gemma":0.9111617,"domain_scores_codex":[0.999475,0.00001328901,0.0001089365,0.0001694275,0.00005075387,0.0001826005],"domain_scores_gemma":[0.9998236,0.000005581638,0.00001255187,0.0001201238,0.00001129161,0.00002683773],"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":[0.00005470725,0.00003363479,0.8540705,0.00001410428,0.00002862314,0.00004510799,0.00004003773,0.0000133567,0.1086143,0.00005981741,0.019122,0.0179038],"study_design_scores_gemma":[0.002800257,0.0001652049,0.4278124,0.0002199488,0.000008531187,0.00001561889,0.0006446172,0.00001466507,0.1138873,0.00007820046,0.4536921,0.0006610861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986731,0.000398443,0.0001654111,0.003076592,0.0001346441,0.00007060853,0.000007084049,0.000003447271,0.00941277],"genre_scores_gemma":[0.9891247,0.0001983669,0.00002884781,0.0004165115,0.00005801263,0.000005311932,0.000003256736,0.000006638591,0.01015834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8278491,"threshold_uncertainty_score":0.9227918,"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."}}