{"id":"W2969961271","doi":"10.1094/pdis-04-19-0866-fe","title":"Virulence Dynamics and Breeding for Resistance to Stripe, Stem, and Leaf Rust in Canada Since 2000","year":2019,"lang":"en","type":"article","venue":"Plant Disease","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan","funders":"","keywords":"Biology; Cultivar; Triticale; Context (archaeology); Abiotic component; Agronomy; Crop; Frost (temperature); Resistance (ecology); Agriculture; Plant disease resistance; Geography; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002876329,0.0002354396,0.0001323138,0.001103296,0.002280989,0.0009485919,0.000501079,0.0002278108,0.001912146],"category_scores_gemma":[0.0004018628,0.0001481933,0.0001647486,0.001527371,0.0004801422,0.0002472685,0.000340127,0.0006002623,0.0002082666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02319184,"about_ca_system_score_gemma":0.03153333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901769,"about_ca_topic_score_gemma":0.9959228,"domain_scores_codex":[0.9995798,0.00001694847,0.000007269111,0.00006653684,0.0001650359,0.0001643304],"domain_scores_gemma":[0.9993585,0.00001382009,0.00007439366,0.000009076825,0.0003501715,0.0001942185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003231976,0.000356116,0.707851,0.0001577916,0.00007095161,0.0009906084,0.003450873,0.0008450454,0.06206812,0.005431576,0.01456658,0.2038881],"study_design_scores_gemma":[0.000008380259,0.00006331289,0.9737562,0.00003710929,0.00002094347,0.0001914345,0.001404582,0.0005277634,0.001272373,0.0001620076,0.02253739,0.00001841368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611779,0.006137465,0.001410459,0.003065201,0.00005402007,0.0001088748,0.003232383,0.0001241507,0.02468969],"genre_scores_gemma":[0.9749203,0.003264429,0.001959993,0.0003749753,0.000006994512,0.00001601426,0.001548578,0.00002110901,0.01788773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02319184,"threshold_uncertainty_score":0.1682693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01068021253565723,"score_gpt":0.1804437640035863,"score_spread":0.1697635514679291,"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."}}