{"id":"W6939762583","doi":"10.6084/m9.figshare.6585383","title":"Virulence and pathotype classification of <i>Plasmodiophora brassicae</i> populations collected from clubroot resistant canola (<i>Brassica napus</i>) in Canada","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clubroot; Canola; Virulence; Brassica; Inoculation; Cultivar","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":[0.0001502383,0.0003511896,0.0002806045,0.001534312,0.0007866679,0.0006432183,0.0004024875,0.0002276108,0.0007316996],"category_scores_gemma":[0.0003227078,0.0001965397,0.000249119,0.00112034,0.0003653994,0.0001347312,0.0003620531,0.0003400933,0.0002205664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002585991,"about_ca_system_score_gemma":0.002048887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.512482,"about_ca_topic_score_gemma":0.7049505,"domain_scores_codex":[0.9995877,0.0000128822,0.00002588186,0.00009455289,0.0001505491,0.0001284454],"domain_scores_gemma":[0.9995061,0.0000318322,0.00007670037,0.00002232152,0.0002161786,0.0001469093],"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":[0.0004862038,0.0002143228,0.274806,0.0000788834,0.00007027855,0.0003547284,0.001555669,0.0001934232,0.7138678,0.0001068128,0.0002811724,0.007984679],"study_design_scores_gemma":[0.000008626609,0.0002015638,0.9840072,0.00000697088,0.00003085189,0.0002808618,0.000967821,0.0001694325,0.01321192,0.000007097408,0.001097368,0.0000102989],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983199,0.00007539443,0.00008677234,0.000009860271,0.00000224963,0.00003511229,0.0007802483,0.000007147373,0.0006833302],"genre_scores_gemma":[0.9939172,0.0002223693,0.0005847154,0.00002898853,0.000002027764,0.00002341055,0.004047668,0.00000651133,0.00116724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.487518,"threshold_uncertainty_score":0.9807782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03694573013198566,"score_gpt":0.2135513724531118,"score_spread":0.1766056423211262,"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."}}