{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003260734,0.0004379522,0.0002425781,0.001058074,0.001540591,0.0008677329,0.0007892697,0.0002832991,0.0008449483],"category_scores_gemma":[0.0004833546,0.0001788691,0.0002096911,0.001082719,0.0004235973,0.0002306329,0.0003448345,0.0004446073,0.000128093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02510896,"about_ca_system_score_gemma":0.009010184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9784434,"about_ca_topic_score_gemma":0.9923969,"domain_scores_codex":[0.9996635,0.00003221908,0.000009710914,0.00006524677,0.0001261279,0.0001032834],"domain_scores_gemma":[0.9993567,0.0000682294,0.00008289714,0.00001863364,0.0002858881,0.0001876744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002401367,0.001143006,0.7290808,0.0001937261,0.0004241109,0.002246934,0.003618903,0.004233947,0.2081283,0.0009520451,0.003678915,0.04389801],"study_design_scores_gemma":[0.00001714351,0.0001433201,0.9914247,0.000007167322,0.00004208028,0.0001074604,0.001174816,0.001603746,0.003312383,0.00004472375,0.002099727,0.00002280189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978439,0.000287908,0.00009324346,0.00008355906,0.000002758358,0.00001286705,0.0004651838,0.00001868301,0.001191956],"genre_scores_gemma":[0.9961032,0.0002895342,0.0002448821,0.00004766891,8.948471e-7,0.000009150239,0.0007979216,0.000008579001,0.002498106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02510896,"threshold_uncertainty_score":0.1821791,"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."}}