{"id":"W7011436003","doi":"","title":"Modeling blackleg severity and incidence in canola and identification of molecular markers linked to a Leptosphaeria maculans avirulence gene","year":2009,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Environmental Science and Technology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blackleg; Leptosphaeria maculans; Canola; Cotyledon; Spore; Brassica; Rapeseed","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":[0.0004106289,0.0006825367,0.0002776241,0.0005819827,0.0003064037,0.0005352306,0.0006714247,0.0006687173,0.0007161627],"category_scores_gemma":[0.0006404521,0.000387103,0.0006615398,0.0003357825,0.0002190889,0.0003175506,0.0002259043,0.0005050877,0.000110344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878518,"about_ca_system_score_gemma":0.0007241012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09918202,"about_ca_topic_score_gemma":0.08689539,"domain_scores_codex":[0.9998792,0.00002528939,0.000004217564,0.00003760447,0.00001492602,0.00003877819],"domain_scores_gemma":[0.9994872,0.0003154113,0.00008363475,0.00002067191,0.00004661701,0.00004651008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001071901,0.0001288024,0.02286382,0.00002046367,0.000060337,0.00003729694,0.00002533024,0.968298,0.006067337,0.0002700316,0.00007754609,0.002043893],"study_design_scores_gemma":[0.000008776412,0.00005170743,0.007199305,0.000001604862,0.00001773569,0.000007832854,0.00002069532,0.9914058,0.001122584,0.00008774392,0.00007041371,0.000005855664],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969115,0.00005661393,0.002441669,0.00002957224,0.000002377605,0.00001255774,0.0001298035,0.00004975411,0.0003661223],"genre_scores_gemma":[0.9975249,0.00004354788,0.001518295,0.000007305424,0.000001105975,0.00001682456,0.0002136103,0.000005547327,0.0006689305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09918202,"threshold_uncertainty_score":0.1972094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004914593731528786,"score_gpt":0.2010921720081292,"score_spread":0.1961775782766004,"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."}}