{"id":"W3038631844","doi":"10.1094/pdis-03-20-0471-re","title":"Virulence Spectrum of Single-Spore and Field Isolates of <i>Plasmodiophora brassicae</i> Able to Overcome Resistance in Canola (<i>Brassica napus</i>)","year":2020,"lang":"en","type":"article","venue":"Plant Disease","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Agriculture and Agri-Food Canada; University of Alberta; Canola Council of Canada; Alberta Canola Producers Commission; Alberta Agriculture and Forestry","keywords":"Clubroot; Biology; Canola; Brassica; Virulence; Spore; Pathogen; Cultivar; Host (biology); Botany; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001722824,0.0003098403,0.0002248389,0.0006900454,0.000306672,0.0003782593,0.0001937594,0.0002017568,0.0005390047],"category_scores_gemma":[0.0003110894,0.000123527,0.0002046267,0.0003436353,0.0002089072,0.0001062249,0.0002361874,0.0004064935,0.000140079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006566344,"about_ca_system_score_gemma":0.0004848805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05178424,"about_ca_topic_score_gemma":0.0648454,"domain_scores_codex":[0.9996879,0.00002397848,0.00001715452,0.00007392954,0.0001094265,0.0000876288],"domain_scores_gemma":[0.9995583,0.00005142233,0.00008593947,0.00002606692,0.0001115483,0.0001667679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002848473,0.0001535047,0.0559177,0.00002700835,0.00003555608,0.0001050172,0.0002306199,0.0001203504,0.9405273,0.00003786882,0.0001016617,0.002458524],"study_design_scores_gemma":[0.00001270097,0.000611057,0.9564136,0.000005013222,0.00003855565,0.0003814531,0.0004283103,0.0005966057,0.04100149,0.00001591762,0.0004817487,0.00001344902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994708,0.00003624209,0.00007898195,0.000005601185,0.0000013323,0.00000895785,0.0001743505,0.00000431531,0.0002195239],"genre_scores_gemma":[0.9984686,0.00004384256,0.0002617631,0.00001385001,0.000001260838,0.00000737617,0.0009026318,0.000002439832,0.0002981354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05178424,"threshold_uncertainty_score":0.1029657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418465119122928,"score_gpt":0.1902136693013156,"score_spread":0.1760290181100863,"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."}}