{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004199012,0.0002781603,0.0001867101,0.001199091,0.001395552,0.0007231137,0.0007710753,0.0002345968,0.0008213772],"category_scores_gemma":[0.0004985016,0.0001786254,0.000146118,0.00149451,0.0004932276,0.0001564969,0.0002239164,0.0003489145,0.0001265768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02130696,"about_ca_system_score_gemma":0.01005931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887013,"about_ca_topic_score_gemma":0.9969571,"domain_scores_codex":[0.9996855,0.00002406344,0.000008345426,0.0000478293,0.000145593,0.0000886468],"domain_scores_gemma":[0.9992952,0.00005538065,0.00009473567,0.00001700558,0.0003703114,0.0001672391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006672171,0.0005153113,0.9544734,0.00007534751,0.0001716365,0.001179071,0.001527762,0.001384251,0.01623395,0.0003809264,0.00276326,0.02062786],"study_design_scores_gemma":[0.000009763292,0.00004807944,0.9968004,0.000008489342,0.00002341998,0.00009553634,0.0008707967,0.0005210581,0.0005383443,0.00003461569,0.001041155,0.000008260435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957885,0.0004701334,0.0001150344,0.0001775587,0.000007084004,0.00002207731,0.0005719605,0.00001862464,0.00282907],"genre_scores_gemma":[0.9956591,0.0003450158,0.0002082417,0.00005941395,0.000002095234,0.000005416554,0.0005520211,0.000005581171,0.003163087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02130696,"threshold_uncertainty_score":0.1545935,"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."}}