{"id":"W2088740571","doi":"10.1016/j.fgb.2007.10.003","title":"An adaptive evolutionary shift in Fusarium head blight pathogen populations is driving the rapid spread of more toxigenic Fusarium graminearum in North America","year":2007,"lang":"en","type":"article","venue":"Fungal Genetics and Biology","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":504,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agricultural Research Service","keywords":"Trichothecene; Biology; Chemotype; Fusarium; Pathogen; Population; Gibberella zeae; Botany; Veterinary medicine; Microbiology","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":[0.0002901572,0.0001385308,0.0001472639,0.0003971841,0.0005536983,0.0005241797,0.0002259968,0.0005175617,0.001358415],"category_scores_gemma":[0.0003703617,0.00010535,0.00009416277,0.0004126647,0.0005100092,0.0004266204,0.0003193083,0.0005196317,0.0001206333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008380149,"about_ca_system_score_gemma":0.0005164367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01239923,"about_ca_topic_score_gemma":0.02417967,"domain_scores_codex":[0.9998657,0.0000165454,0.000006733094,0.00005607191,0.00002031243,0.00003477738],"domain_scores_gemma":[0.999796,0.00002285121,0.00006353646,0.00001574832,0.00005558475,0.00004632972],"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":[0.0006143303,0.0001541998,0.3313602,0.0001641403,0.00007711422,0.0008348392,0.002262036,0.001381068,0.5980778,0.002683727,0.001114813,0.06127568],"study_design_scores_gemma":[0.00002505618,0.00009005807,0.9905191,0.0000123783,0.00001777992,0.0004677504,0.001617258,0.0007427213,0.003217839,0.0005533366,0.002725697,0.0000110808],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986621,0.0001426878,0.0002451584,0.0002492902,0.000005366601,0.000002979498,0.00003257124,0.000007404673,0.0006523817],"genre_scores_gemma":[0.9986466,0.0002337339,0.00035114,0.0002402084,0.00001356692,0.00000332392,0.00006891774,0.000004306824,0.0004383354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01239923,"threshold_uncertainty_score":0.02465409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184194290215746,"score_gpt":0.2652490884508347,"score_spread":0.2334071455486773,"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."}}