{"id":"W2795765454","doi":"10.1080/07060661.2018.1459851","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":"Canadian Journal of Plant Pathology","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":164,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Agriculture Food and Rural Development; University of Guelph; University of Alberta","funders":"Agriculture and Agri-Food Canada; University of Warwick; Canola Council of Canada","keywords":"Clubroot; Canola; Brassica; Biology; Virulence; Agronomy; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001394987,0.0001102135,0.0002711936,0.00005965724,0.0001293531,0.00001873374,0.0002038032,0.00009316408,0.00005808151],"category_scores_gemma":[0.0001099167,0.00005976914,0.00003073637,0.0003206708,0.0001407982,0.00005430005,0.00001049085,0.0001380644,0.000001143809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001741295,"about_ca_system_score_gemma":0.00153651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6783452,"about_ca_topic_score_gemma":0.9994762,"domain_scores_codex":[0.9988396,0.0001414092,0.0004318824,0.000171192,0.000146905,0.0002689778],"domain_scores_gemma":[0.9989946,0.0001550207,0.0002937941,0.00006196997,0.0001512674,0.0003432784],"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":[0.0002720355,0.00002845283,0.3493972,0.000008876991,0.00001901921,0.0009977405,0.00016015,0.00000932971,0.6366094,0.0002005136,0.008577797,0.003719521],"study_design_scores_gemma":[0.000175847,0.0001671707,0.9910372,0.00007460541,0.00002088359,0.00009058805,0.0002088718,0.00007080034,0.00161185,0.000403034,0.00602458,0.0001145669],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937626,0.001190827,0.000003082639,0.0005751696,0.0002330162,0.00007986738,0.004029341,0.000002067089,0.0001240952],"genre_scores_gemma":[0.9993221,0.0001315584,0.0001293223,0.00017273,0.00009838286,0.000001673599,0.0001309823,0.000001263118,0.00001194539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.64164,"threshold_uncertainty_score":0.3237967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995154905082611,"score_gpt":0.1922536216809468,"score_spread":0.1723020726301207,"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."}}