{"id":"W4401764518","doi":"10.3390/toxins16080372","title":"A Multi-Year Study of Mycotoxin Co-Occurrence in Wheat and Corn Grown in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Toxins","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Carleton University; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Ontario Ministry of Food and Agriculture","keywords":"Sterigmatocystin; Mycotoxin; Diacetoxyscirpenol; Zearalenone; Trichothecene; Ergosterol; Fusarium; Aflatoxin; Biology; Ochratoxin A; Biomass (ecology); Growing season; Agronomy; Food science; Toxicology; Botany","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":[0.0001533001,0.0001362244,0.0002195036,0.00002493806,0.00003523298,0.00003385094,0.0001639267,0.00006630011,0.0004047682],"category_scores_gemma":[0.00001756251,0.00005301602,0.00002401892,0.0003747495,0.00002549244,0.00008182188,0.00005461805,0.0002531406,0.000005164719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241795,"about_ca_system_score_gemma":0.00007493852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9173104,"about_ca_topic_score_gemma":0.9995238,"domain_scores_codex":[0.9989455,0.00005568162,0.0002656766,0.000316525,0.0001897544,0.0002268426],"domain_scores_gemma":[0.9997187,0.0001154566,0.00002989663,0.00005157616,0.00001550029,0.00006889588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006446186,0.001537885,0.8640323,0.00004898471,0.00002959052,0.000240515,0.004472757,0.00000780853,0.1159678,0.0001373048,0.005801735,0.00765884],"study_design_scores_gemma":[0.0003201227,0.000467346,0.989222,0.00007730783,0.000006185837,0.000006670002,0.002306174,0.00004668712,0.0007796519,0.00001746461,0.006582834,0.000167527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981914,0.0001751934,1.45521e-7,0.0001071534,0.000121039,0.0003754204,0.0001144661,0.00001886835,0.0008963844],"genre_scores_gemma":[0.9995059,0.00001687473,0.00002153711,0.00004643399,0.00002656284,0.00002536609,0.00003750146,6.29628e-7,0.0003192027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1251898,"threshold_uncertainty_score":0.4431928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388931099498449,"score_gpt":0.2313350432567376,"score_spread":0.2074457322617531,"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."}}