{"id":"W4394297471","doi":"10.6084/m9.figshare.22085712","title":"A status update on fusarium head blight on Western Canadian wheat","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Canada","funders":"","keywords":"Fusarium; Blight; Head (geology); Agronomy; Horticulture; Geography; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001432962,0.00140519,0.001258445,0.007187868,0.001877392,0.002800124,0.002380981,0.0009008402,0.01578256],"category_scores_gemma":[0.008200105,0.0005109045,0.001483445,0.01838011,0.0003856095,0.0008847648,0.001809395,0.0009240038,0.007904214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01401872,"about_ca_system_score_gemma":0.03966523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9703658,"about_ca_topic_score_gemma":0.9821644,"domain_scores_codex":[0.9986608,0.00008374807,0.0001409864,0.0002843818,0.0005716988,0.0002583692],"domain_scores_gemma":[0.9934261,0.000595509,0.0005063011,0.0005601021,0.00431266,0.0005993822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002240965,0.00002595946,0.01838635,0.002361804,0.0002841397,0.00006898298,0.0001189737,0.0007879891,0.0003172051,0.0007673317,0.9598699,0.0167873],"study_design_scores_gemma":[0.0001097594,0.00001384792,0.08976886,0.0008575827,0.0001866919,0.00004690045,0.000142094,0.0005933773,0.0002974519,0.0003187279,0.9076099,0.00005489602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000678896,0.0006568249,0.0000429072,0.0001010071,0.00002255462,0.00001386944,0.9974275,0.0001129145,0.0009434163],"genre_scores_gemma":[0.001948048,0.0006496091,0.0002688402,0.0000727873,0.000009184831,0.00004604848,0.9958643,0.00003648322,0.001104721],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02963418,"threshold_uncertainty_score":0.1017134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05325418273123586,"score_gpt":0.2593422976371736,"score_spread":0.2060881149059377,"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."}}