{"id":"W2489656333","doi":"10.3390/plants5030031","title":"Blackleg (Leptosphaeria maculans) Severity and Yield Loss in Canola in Alberta, Canada","year":2016,"lang":"en","type":"article","venue":"Plants","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Agriculture and Agri-Food Canada; Alberta Ministry of Agriculture and Forestry; Agriculture Food and Rural Development","funders":"Saskatchewan Canola Development Commission; Western Grains Research Foundation; Alberta Crop Industry Development Fund","keywords":"Blackleg; Leptosphaeria maculans; Canola; Brassica; Biology; Cultivar; Agronomy; Yield (engineering); Hybrid; Horticulture","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":[0.00004450179,0.000079222,0.0001103339,0.000005683315,0.00002496129,0.000009291291,0.00008769552,0.00004595938,0.0001291312],"category_scores_gemma":[0.00002643471,0.00002777816,0.000009822612,0.00006804369,0.00001925827,0.00003671213,0.00002353703,0.00003659905,0.000007169907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003232251,"about_ca_system_score_gemma":0.00003409918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6893003,"about_ca_topic_score_gemma":0.9972498,"domain_scores_codex":[0.9993752,0.00002069736,0.0001061402,0.0001673015,0.00009889721,0.000231741],"domain_scores_gemma":[0.999666,0.0001957763,0.00002072447,0.00002722504,0.000005434545,0.00008482306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006030774,0.00002173678,0.9706203,0.00000590761,0.000003691783,0.0001494661,0.00002105178,5.130265e-7,0.01483889,0.00001352029,0.001512377,0.01275224],"study_design_scores_gemma":[0.00013204,0.000009387185,0.9877194,0.00006757314,0.000001367118,0.000007342127,0.00002383428,0.000006782554,0.001566852,0.0001261736,0.01022817,0.0001110766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975981,0.0001798169,6.170881e-8,0.00123655,0.00004383699,0.00006617616,0.0003677204,0.000004089282,0.0005036369],"genre_scores_gemma":[0.9989561,0.0004035889,0.000002099497,0.0002254385,0.00002771915,0.000004116514,0.00002026559,3.740602e-7,0.0003603291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3079495,"threshold_uncertainty_score":0.3127687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008637596723605959,"score_gpt":0.1804592944227298,"score_spread":0.1718216976991239,"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."}}