{"id":"W6939150457","doi":"10.6084/m9.figshare.13227795","title":"The race structure of <i>Leptosphaeria maculans</i> in western Canada between 2012 and 2014 and its influence on blackleg of canola","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blackleg; Canola; Genetic diversity; Race (biology); Population; Leptosphaeria maculans; Crop","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":[0.000272415,0.0002127832,0.0001637895,0.001297372,0.001042475,0.0008199739,0.0004637066,0.0002098909,0.0008273023],"category_scores_gemma":[0.0004349505,0.0001376793,0.000184804,0.001079731,0.0005300875,0.0002023234,0.0003310498,0.0003262167,0.0001013754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006649656,"about_ca_system_score_gemma":0.005834911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9507724,"about_ca_topic_score_gemma":0.9794253,"domain_scores_codex":[0.999637,0.00001455683,0.000009336839,0.0001049278,0.00009674464,0.0001374721],"domain_scores_gemma":[0.9993815,0.00003021103,0.0001281213,0.00001996176,0.000283088,0.0001570807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000174609,0.00003127676,0.9723602,0.00002966492,0.0000571989,0.0001504485,0.001311566,0.0001553661,0.01222086,0.0001161811,0.0005869651,0.01280559],"study_design_scores_gemma":[6.38675e-7,0.000007712547,0.9988679,0.000003429934,0.000005859998,0.00002111728,0.0003982876,0.00007868509,0.0002034913,0.000004233077,0.0004055223,0.000003053158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9977962,0.0002353817,0.00008382771,0.00005117736,0.000004235053,0.00001195739,0.0006931502,0.000007366508,0.001116707],"genre_scores_gemma":[0.9982184,0.00009973484,0.0001138491,0.00002819183,0.000001603437,0.000004905783,0.0006452693,0.00000278354,0.0008852967],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0492276,"threshold_uncertainty_score":0.09903497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009096647408311166,"score_gpt":0.19767073277162,"score_spread":0.1885740853633088,"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."}}