{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005221561,0.0000871488,0.0001230661,0.000009113528,0.000183034,0.00001123632,0.0003007671,0.00001606437,0.000006672356],"category_scores_gemma":[0.00004639318,0.00001883316,0.00009716998,0.0006567134,0.00008371099,0.00003910464,0.0001053727,0.00006008613,0.000005617946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005882644,"about_ca_system_score_gemma":0.000004392597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007870182,"about_ca_topic_score_gemma":0.001016658,"domain_scores_codex":[0.9992348,0.00007984549,0.0001702328,0.0001359568,0.0002450835,0.0001341042],"domain_scores_gemma":[0.9995603,0.000104559,0.0001488358,0.00008772295,0.00004032419,0.0000582819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001428631,0.0001841528,0.7521502,0.0000826431,0.00005140456,0.00001377663,0.001360175,0.000363863,0.2154904,0.0006382939,0.0008130848,0.02870914],"study_design_scores_gemma":[0.00003563112,0.00003080986,0.9895987,0.00001800041,0.00002621849,3.657153e-7,0.0002221355,0.0001397372,0.007444526,0.0002624133,0.002150856,0.00007062637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985029,0.0001274448,2.855986e-7,0.0008114973,0.0001184575,0.0001589543,0.0002039766,0.00002687174,0.00004962923],"genre_scores_gemma":[0.9989654,0.00009261139,0.000001624799,0.00007632314,0.00009061702,0.00001418937,0.0007225803,6.542676e-7,0.00003593287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2374485,"threshold_uncertainty_score":0.1407768,"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."}}