{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004438194,0.0001518354,0.000288427,0.00001793342,0.0000432993,0.0000215758,0.0002242627,0.0000507339,0.00004757663],"category_scores_gemma":[0.0001014177,0.00007979235,0.00006103684,0.0003570289,0.00005003808,0.00007909589,0.00007351344,0.00007343006,0.000004097361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001168205,"about_ca_system_score_gemma":0.00002936025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001506839,"about_ca_topic_score_gemma":0.001482466,"domain_scores_codex":[0.9988832,0.00003519367,0.0002858667,0.0003283159,0.0002032461,0.0002641302],"domain_scores_gemma":[0.999173,0.0002221758,0.0001029818,0.00007652462,0.00002257679,0.0004027117],"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":[0.002623207,0.0002976575,0.1091832,0.0003024254,0.00002033176,0.0001373877,0.0002362259,0.00004762874,0.8806166,0.0002964498,0.005317099,0.0009217976],"study_design_scores_gemma":[0.000924534,0.0009864911,0.7677577,0.001112354,0.0001168653,0.000003921668,0.0003531161,0.000430443,0.1956005,0.003114132,0.0285892,0.001010768],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896872,0.002536772,0.000003470027,0.004834822,0.00002673102,0.0001897988,0.002447529,0.00001919786,0.0002544774],"genre_scores_gemma":[0.9982876,0.000435609,0.0000685104,0.001053643,0.00004491396,0.000007276552,0.00006668444,0.000001497855,0.00003429022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6850162,"threshold_uncertainty_score":0.3253838,"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."}}