{"id":"W2767463813","doi":"10.1094/pdis-05-17-0630-re","title":"A Six-Year Investigation of the Dynamics of Avirulence Allele Profiles, Blackleg Incidence, and Mating Type Alleles of<i>Leptosphaeria maculans</i>Populations Associated with Canola Crops in Manitoba, Canada","year":2017,"lang":"en","type":"article","venue":"Plant Disease","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development; Agriculture and Agri-Food Canada; University of Manitoba","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Canola Council of Canada; Saskatchewan Canola Development Commission","keywords":"Leptosphaeria maculans; Blackleg; Canola; Biology; Allele; Brassica; Population; Mating type; Veterinary medicine; Genetics; Botany; 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":[0.00008276242,0.0000688068,0.0001207366,0.000008015428,0.0001674236,0.00001945718,0.0001961042,0.00002605809,0.00001821732],"category_scores_gemma":[0.0002113632,0.00002888173,0.00001671293,0.00008936044,0.0001052108,0.0001016557,0.00006129387,0.00007278696,1.308324e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003934497,"about_ca_system_score_gemma":0.00009894797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5589684,"about_ca_topic_score_gemma":0.9627644,"domain_scores_codex":[0.9994448,0.00005887988,0.0001858989,0.00009038534,0.0001275068,0.00009247848],"domain_scores_gemma":[0.9993873,0.00007569293,0.0003236248,0.00008122214,0.00008725101,0.00004491529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005497112,0.00002706411,0.9803749,0.00002114821,0.00001030804,0.000002825898,0.00003830466,0.00003964365,0.01907444,0.0001338609,0.0000980022,0.0001244745],"study_design_scores_gemma":[0.00008286302,0.00002368259,0.9965513,0.0002020724,0.0000175452,0.000001688913,0.0002708929,0.001405978,0.001276091,0.00008916388,0.00001784578,0.00006089427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977837,0.00002500469,3.171361e-7,0.000179693,0.00003446666,0.0001501722,0.001768534,0.000003303665,0.0000548451],"genre_scores_gemma":[0.9994978,0.00001735725,0.00003829442,0.00001603089,0.000005998242,0.000003949081,0.0003955795,7.307968e-7,0.00002426634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4037961,"threshold_uncertainty_score":0.4439685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264029084953851,"score_gpt":0.2068260782142896,"score_spread":0.1841857873647511,"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."}}