{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001312539,0.0001173599,0.0001702314,0.0001046708,0.00004725297,0.00000587828,0.0002066845,0.0002426071,8.476259e-7],"category_scores_gemma":[0.00001922448,0.0001608411,0.00003748201,0.0001180349,0.00009772942,0.00001216954,0.0001004423,0.00009229351,9.101823e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000301565,"about_ca_system_score_gemma":0.00003123247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001816874,"about_ca_topic_score_gemma":0.1028218,"domain_scores_codex":[0.9992541,0.00002768968,0.0001119754,0.0003553273,0.0001219294,0.0001289503],"domain_scores_gemma":[0.9996078,0.000002825482,0.0001131373,0.0001963848,0.00003191337,0.00004793666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001152523,0.00002558354,0.01281067,0.00005328827,0.0000167979,0.00001108283,0.0001180575,0.0004172489,0.9837077,0.00001321891,0.000009997078,0.002701056],"study_design_scores_gemma":[0.0004872386,0.0002734522,0.7803003,0.00014559,0.00007728896,0.000009238545,0.007668439,0.00310788,0.2072835,0.0001977582,0.00007144087,0.0003779198],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980727,0.0004364378,0.001058475,0.0001235756,0.00002340913,0.0001998522,0.00001556176,0.000004635154,0.00006529051],"genre_scores_gemma":[0.9975154,0.001081187,0.001201516,0.00002016029,0.000003901289,6.125341e-7,0.0000898773,0.000006279755,0.00008102364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7764242,"threshold_uncertainty_score":0.9135494,"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."}}