{"id":"W1966320685","doi":"10.1094/pdis-92-5-0756","title":"Population Structure, Chemotype Diversity, and Potential Chemotype Shifting of <i>Fusarium graminearum</i> in Wheat Fields of Manitoba","year":2008,"lang":"en","type":"article","venue":"Plant Disease","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemotype; Biology; Genetic diversity; Trichothecene; Population; Gene flow; Fusarium; Botany; Genetic variation; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00003896138,0.00008319896,0.0001464906,0.00001262799,0.0001331144,0.000004635187,0.0001023052,0.0000657234,0.00002633502],"category_scores_gemma":[0.00001928024,0.00003243335,0.00004013582,0.0001014434,0.00003116518,0.00006309099,0.0001899412,0.00006680446,5.352003e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000653942,"about_ca_system_score_gemma":0.000002400098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00125134,"about_ca_topic_score_gemma":0.0006179477,"domain_scores_codex":[0.9994038,0.00001980998,0.0001487098,0.0001434578,0.00015716,0.0001270294],"domain_scores_gemma":[0.999787,0.00002727905,0.00005451611,0.00003464549,0.00002589566,0.00007061053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001700026,0.0000980015,0.8866699,0.00004831901,0.00000920889,0.00002786327,0.000171176,0.0000148262,0.1113327,0.00005836392,0.00006105741,0.001338566],"study_design_scores_gemma":[0.0001458132,0.00005878193,0.9856329,0.00001210745,0.00001804567,0.000007904917,0.00004670009,0.00007277883,0.01350373,0.0003932397,0.00002260127,0.0000854004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992583,0.0001035617,6.871254e-7,0.00008971865,0.00005818643,0.0001014487,0.0002905888,0.00001045015,0.00008707002],"genre_scores_gemma":[0.999219,0.00006091231,0.00001975266,0.00004617411,0.00007859099,5.832494e-7,0.0005652155,4.475451e-7,0.000009330503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09896302,"threshold_uncertainty_score":0.189166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499770070565165,"score_gpt":0.175614052053368,"score_spread":0.1606163513477163,"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."}}