{"id":"W4380899769","doi":"10.59665/rar4051","title":"Management of Risks for Wheat Contamination with Fusarium graminearum","year":2023,"lang":"en","type":"article","venue":"Romanian Agricultural Research","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada","keywords":"Fusarium; Biology; Mycotoxin; Agronomy; Contamination; Chernozem; Cultivar; Human health; Biotechnology; Horticulture; Soil water; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007613267,0.0001880055,0.0002385163,0.00004763422,0.0004016785,0.00009357979,0.0004506546,0.0001299121,0.00004990611],"category_scores_gemma":[0.00003080571,0.00005441803,0.0001162977,0.001918008,0.00009786363,0.0001541662,0.0001492581,0.00020597,0.0001039915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005988597,"about_ca_system_score_gemma":0.000005551721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001311372,"about_ca_topic_score_gemma":0.0002331036,"domain_scores_codex":[0.997676,0.0001141098,0.0002685848,0.0004351354,0.0008316127,0.0006746274],"domain_scores_gemma":[0.9988055,0.0003570299,0.00008207177,0.00009554425,0.0005244483,0.0001354239],"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":[0.0003122902,0.0003810478,0.003471458,0.0003179552,0.0002434669,0.00006221327,0.0004441634,0.00001922538,0.8377127,0.01963347,0.01693539,0.1204666],"study_design_scores_gemma":[0.0005016787,0.001614117,0.9258942,0.0000885375,0.00003086826,0.0000129123,0.004973891,0.0000525019,0.04103824,0.0003973857,0.02511537,0.0002803158],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888535,0.00007907491,0.000006153462,0.001821837,0.0000815477,0.001408812,0.0001654958,0.00014231,0.007441256],"genre_scores_gemma":[0.9916173,0.0001470428,0.0002301291,0.00001363482,0.0002431362,0.0002962412,0.001036836,0.000002116119,0.006413541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9224227,"threshold_uncertainty_score":0.3089427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1166555807758547,"score_gpt":0.3510434226856974,"score_spread":0.2343878419098427,"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."}}