{"id":"W4386958336","doi":"10.1111/ppa.13801","title":"A new set of international <i>Leptosphaeria maculans</i> isolates as a resource for elucidation of the basis and evolution of blackleg disease on <i>Brassica napus</i>","year":2023,"lang":"en","type":"article","venue":"Plant Pathology","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan; University of Manitoba","funders":"Ministerstvo Zemědělství; Bundesministerium für Ernährung und Landwirtschaft; Department for Environment, Food and Rural Affairs, UK Government; Agencia Nacional de Promoción Científica y Tecnológica; Grains Research and Development Corporation; Foundation for Arable Research","keywords":"Leptosphaeria maculans; Blackleg; Biology; Canola; Brassica; Genetics; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000427773,0.0004211724,0.0005095031,0.001789117,0.0006360397,0.0008328565,0.0003262469,0.0002850805,0.001466379],"category_scores_gemma":[0.0007743462,0.0002195645,0.0004981509,0.001950646,0.0001834427,0.0003233295,0.0008481191,0.0006199433,0.0008253787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003777063,"about_ca_system_score_gemma":0.0004637648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004533529,"about_ca_topic_score_gemma":0.008101402,"domain_scores_codex":[0.9996648,0.00004462742,0.00005341519,0.0001110529,0.0000684422,0.00005773907],"domain_scores_gemma":[0.99922,0.00009890139,0.0002196945,0.0001864769,0.0001410758,0.0001338826],"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":[0.0005602497,0.0001903432,0.03697659,0.0002672811,0.0001201152,0.0004251413,0.0007057959,0.0002906404,0.9400542,0.000204944,0.001422789,0.01878189],"study_design_scores_gemma":[0.0001484252,0.0008054562,0.8083217,0.0001261871,0.0004160752,0.003228799,0.001112438,0.0008711335,0.111134,0.000159941,0.07360162,0.00007410419],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672766,0.0006362168,0.00288407,0.0001221199,0.00002847103,0.0002558942,0.02544175,0.0001329372,0.003221784],"genre_scores_gemma":[0.7952485,0.0006178062,0.02546297,0.0002973141,0.00005557153,0.0003712293,0.1754313,0.0002114545,0.002303862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004533529,"threshold_uncertainty_score":0.009014308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008036103376031181,"score_gpt":0.2279959815284172,"score_spread":0.219959878152386,"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."}}