{"id":"W2050080987","doi":"10.1080/07060660709507484","title":"Pathogenic variability of<i>Leptosphaeria maculans</i>in western Canada","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; Saskatchewan Canola Development Commission","keywords":"Leptosphaeria maculans; Canola; Blackleg; Virulence; Biology; Brassica; Pathogenicity; Veterinary medicine; Botany; Microbiology; Genetics; Gene; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.0001900442,0.000268184,0.0002071844,0.001211214,0.001426415,0.000968858,0.0004557278,0.000183463,0.0005817139],"category_scores_gemma":[0.0003194986,0.0001915465,0.000176359,0.001200616,0.0004407021,0.0001595361,0.0003558473,0.0002985735,0.0001353041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009808724,"about_ca_system_score_gemma":0.006400963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.96677,"about_ca_topic_score_gemma":0.9848943,"domain_scores_codex":[0.9996318,0.0000139235,0.00001528689,0.00007888679,0.0001302778,0.0001299465],"domain_scores_gemma":[0.9994594,0.00002130404,0.00009132966,0.00001741766,0.0002911175,0.0001194261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004812746,0.0001184093,0.7764865,0.00007938009,0.00009433896,0.0008957658,0.00260187,0.0005974313,0.1914358,0.0002473481,0.001058635,0.02590325],"study_design_scores_gemma":[0.000004786247,0.00003829358,0.9945662,0.00000879271,0.00001500016,0.0001767942,0.0008583202,0.0002103632,0.002371492,0.00001000217,0.001728241,0.00001174233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975522,0.0003039049,0.0001198122,0.00003632815,0.000002632431,0.00001508493,0.0005353817,0.00001392186,0.001420703],"genre_scores_gemma":[0.9977787,0.000212862,0.0002140615,0.00004187511,9.229025e-7,0.000006030455,0.0008728222,0.000005582698,0.0008670872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03323001,"threshold_uncertainty_score":0.07116759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093759143796223,"score_gpt":0.1947391791537535,"score_spread":0.1838015877157913,"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."}}