{"id":"W3126837108","doi":"10.3390/jof7020111","title":"Worldwide Genetic Structure Elucidates the Eurasian Origin and Invasion Pathways of Dothistroma septosporum, Causal Agent of Dothistroma Needle Blight","year":2021,"lang":"en","type":"article","venue":"Journal of Fungi","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of British Columbia","funders":"","keywords":"Biology; Blight; Population; Mycosphaerella; Ecology; Homothallism; Fungus; Evolutionary biology; Botany; Mating type; Genetics; Demography","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":[0.0001157502,0.0001599355,0.0002892067,0.00005918866,0.00005722149,0.00002187741,0.0001987738,0.0001011911,0.00008691702],"category_scores_gemma":[0.00008108575,0.0001094929,0.0001774259,0.0001230594,0.0000886824,0.000008071941,0.00009086674,0.000137507,6.102206e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001155194,"about_ca_system_score_gemma":0.0002101298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005329508,"about_ca_topic_score_gemma":0.00002428047,"domain_scores_codex":[0.9988295,0.00009359147,0.000479897,0.0001757421,0.0002447407,0.0001765559],"domain_scores_gemma":[0.9988894,0.00003492152,0.0004598799,0.0002638403,0.0002260983,0.0001258778],"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":[0.0001360887,0.00006828843,0.02467444,0.00006388284,0.0001274742,0.0001530569,0.0000724874,0.00004499847,0.9712848,0.00005054767,0.001644992,0.001678937],"study_design_scores_gemma":[0.000568077,0.000468419,0.1623775,0.0001106033,0.0001693399,0.0008105852,0.0002425113,0.00002041965,0.825745,0.00009391589,0.009245429,0.0001482048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835484,0.01514074,0.00009392491,0.0001167382,0.0001857376,0.00006585193,0.0006611996,0.000001836825,0.0001855628],"genre_scores_gemma":[0.9969149,0.00131179,0.00127129,0.00009213675,0.0001912992,6.941769e-7,0.00006729751,0.00001461075,0.0001360106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1455398,"threshold_uncertainty_score":0.446499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009552566132508563,"score_gpt":0.2151664409294111,"score_spread":0.2056138747969025,"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."}}