{"id":"W4390025693","doi":"10.1080/07060661.2023.2290034","title":"Species diversity of Fusarium head blight and deoxynivalenol (DON) levels in Western Canadian wheat fields","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Plant Pathology","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Fusarium; Diversity (politics); Biology; Head (geology); Agronomy; Mycotoxin; Botany; Geography; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002689745,0.0003864187,0.0002564207,0.002395276,0.002287487,0.0009334926,0.0004930795,0.0001984135,0.0009752426],"category_scores_gemma":[0.0004570477,0.000261225,0.0001959671,0.003157429,0.0005244808,0.0001907113,0.0003632279,0.0001961897,0.0001429004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01256054,"about_ca_system_score_gemma":0.007812728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9874607,"about_ca_topic_score_gemma":0.9964305,"domain_scores_codex":[0.9995648,0.00001375324,0.00002179072,0.000105836,0.0001513675,0.0001424256],"domain_scores_gemma":[0.9991461,0.00003119313,0.0001106874,0.00001843202,0.0005250242,0.0001685643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002349419,0.00004329657,0.9434852,0.00007676384,0.00008103062,0.0003293453,0.003317853,0.0001315372,0.03864459,0.0001225654,0.0006005014,0.01293236],"study_design_scores_gemma":[0.000001308599,0.00001349592,0.9974912,0.000006483377,0.00001171763,0.00004489716,0.001199816,0.00004846732,0.0004311998,0.000004605929,0.0007415206,0.000005211413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964468,0.0002888284,0.00006661571,0.00003113759,0.000003010656,0.00001502683,0.001441364,0.000007137433,0.00170022],"genre_scores_gemma":[0.9958271,0.000384447,0.0002751148,0.00004177316,0.000001349204,0.00001017938,0.001478661,0.000004579847,0.001976845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01256054,"threshold_uncertainty_score":0.09113359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04406771316724236,"score_gpt":0.205913151824602,"score_spread":0.1618454386573596,"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."}}