{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000311671,0.0004977104,0.0002303598,0.001267078,0.001237511,0.000750843,0.0007881236,0.0002910527,0.0005191851],"category_scores_gemma":[0.0004306433,0.0002308575,0.0002611258,0.001392187,0.0004708839,0.0002521557,0.0004107675,0.0004183189,0.0001730451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009812397,"about_ca_system_score_gemma":0.006924127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9201714,"about_ca_topic_score_gemma":0.9728731,"domain_scores_codex":[0.9997154,0.00001467466,0.000009777119,0.00007082014,0.0001032219,0.00008609524],"domain_scores_gemma":[0.9987056,0.00003485367,0.0001997568,0.00003749269,0.0007655227,0.0002567282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000173995,0.00009534921,0.9719821,0.0000339021,0.00007931043,0.0002516191,0.001388897,0.0001084715,0.01798816,0.00004535967,0.0005852878,0.007267617],"study_design_scores_gemma":[0.000001947886,0.00004301325,0.9980826,0.000004123304,0.00001223846,0.00003989173,0.0005633812,0.0001017421,0.0004856307,0.000003774386,0.0006562505,0.000005359637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972818,0.0002300373,0.0001435479,0.00004682901,0.000006463294,0.00003709758,0.001539432,0.0000100574,0.0007048318],"genre_scores_gemma":[0.9955101,0.000283747,0.0003008528,0.00008281095,0.000004866823,0.00002230891,0.002130645,0.000004303066,0.001660344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07982862,"threshold_uncertainty_score":0.1605974,"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."}}