{"id":"W4317207925","doi":"10.3390/plants12030434","title":"Blackleg Yield Losses and Interactions with Verticillium Stripe in Canola (Brassica napus) in Canada","year":2023,"lang":"en","type":"article","venue":"Plants","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Canola Producers Commission; Canola Council of Canada; University of Alberta; Saskatchewan Canola Development Commission","keywords":"Blackleg; Leptosphaeria maculans; Canola; Biology; Brassica; Verticillium; Agronomy; Hybrid; Canker; Yield (engineering); 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":[0.00002698646,0.00006408141,0.00008792301,0.0000157062,0.00003564125,0.00001756663,0.00006200939,0.00001801289,0.00003582497],"category_scores_gemma":[0.00001883113,0.00002621382,0.000006152182,0.0002412936,0.00001271003,0.00004149749,0.00001775679,0.00006534003,0.000007254451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004264323,"about_ca_system_score_gemma":0.00007223671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5223442,"about_ca_topic_score_gemma":0.9974191,"domain_scores_codex":[0.9994664,0.00001439231,0.00008587626,0.0001317668,0.0001029526,0.0001986074],"domain_scores_gemma":[0.9996869,0.0002036783,0.0000174071,0.00002218477,0.000006625333,0.00006321134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001226929,0.00003909225,0.9607983,0.00001383434,0.00001203663,0.0004440348,0.00007361126,0.0001111064,0.02110395,0.00000872526,0.006706848,0.0105658],"study_design_scores_gemma":[0.00008145101,0.00002146467,0.9932478,0.00008288384,0.000002483907,0.00000521626,0.0005603129,0.0002012336,0.0008156493,0.00002641904,0.004866329,0.00008877838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984411,0.000126161,4.558576e-8,0.0006588105,0.00004604712,0.00006112069,0.0002844399,0.00001153565,0.0003707472],"genre_scores_gemma":[0.9993399,0.0003369838,0.000001844647,0.0001180787,0.00002114358,0.000006635468,0.00005727844,4.171935e-7,0.0001176549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4750749,"threshold_uncertainty_score":0.4808366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018110913206391,"score_gpt":0.1945274643783719,"score_spread":0.1764165511719809,"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."}}