{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001139728,0.00009247369,0.0001413277,0.00005353205,0.00002919619,0.000003143665,0.0001479212,0.00006787118,0.000006504869],"category_scores_gemma":[0.0002168349,0.00007224473,0.00008041833,0.00008411898,0.00007160353,0.000003371732,0.00008875088,0.00003127054,0.000001246052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005856572,"about_ca_system_score_gemma":0.00007345049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009753895,"about_ca_topic_score_gemma":0.0000100813,"domain_scores_codex":[0.9993281,0.00005688395,0.0002028416,0.0002069042,0.00009054157,0.0001147557],"domain_scores_gemma":[0.9994836,0.00006129313,0.0001674787,0.0001834372,0.00004971729,0.00005449355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001022924,0.00004041338,0.02248478,0.00006064096,0.00004367989,0.000004603999,0.00004077296,0.00009060431,0.9682944,0.0007348819,0.006843195,0.000339045],"study_design_scores_gemma":[0.002134733,0.001143797,0.266995,0.0001982942,0.0002407377,0.00008242481,0.0001873139,0.001428618,0.6939362,0.001083628,0.03225778,0.000311417],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882088,0.0002685502,0.0005304512,0.0003273431,0.0001162578,0.0002116504,0.01015391,0.000007387197,0.0001755875],"genre_scores_gemma":[0.997763,0.0001610923,0.0001367129,0.0001006922,0.00007137136,0.00001621055,0.00155541,0.000009334302,0.0001861313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2743582,"threshold_uncertainty_score":0.2946054,"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."}}