{"id":"W4320167778","doi":"10.1094/pdis-11-22-2698-re","title":"Insights into the Aggressiveness of the Emerging North American Population 3 (NA3) of <i>Fusarium graminearum</i>","year":2023,"lang":"en","type":"article","venue":"Plant Disease","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Trichothecene; Mycotoxin; Biology; Fusarium; Chemotype; Population; Host (biology); Veterinary medicine; Botany; Genetics; Environmental health; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001580439,0.0001874797,0.0001322019,0.000182641,0.0002428512,0.0002725379,0.0001494779,0.000165264,0.0003601771],"category_scores_gemma":[0.000103871,0.00008735627,0.0001806448,0.0001388694,0.0001554994,0.0001205503,0.0002149246,0.0003533204,0.0000643166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003105554,"about_ca_system_score_gemma":0.0002267535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007143817,"about_ca_topic_score_gemma":0.01765969,"domain_scores_codex":[0.9999108,0.00001204313,0.000004350116,0.0000297599,0.00002478836,0.00001829407],"domain_scores_gemma":[0.9998908,0.00001405402,0.00003703139,0.000009137382,0.00002140835,0.00002745117],"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":[0.0001174376,0.00005639453,0.03101257,0.00001491274,0.0000146098,0.000053759,0.0002774079,0.00008252977,0.9637104,0.00009906982,0.00005631434,0.004504771],"study_design_scores_gemma":[0.00001305252,0.0005411376,0.9252974,0.000009077738,0.00004950672,0.0005877204,0.001162085,0.002055997,0.06699951,0.0001866966,0.003069396,0.00002829899],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993196,0.00006670794,0.0002881936,0.00001553418,0.000001224911,0.000005342993,0.00008494405,0.000004687457,0.0002138597],"genre_scores_gemma":[0.9980345,0.0001146945,0.0009381238,0.00007286554,0.000002345807,0.00001076351,0.000335213,0.000005277784,0.0004860813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007143817,"threshold_uncertainty_score":0.0142045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009561112917782742,"score_gpt":0.2034419792842349,"score_spread":0.1938808663664522,"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."}}