{"id":"W4320493936","doi":"10.1080/07060661.2023.2177352","title":"A status update on fusarium head blight on Western Canadian wheat","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":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Agriculture and Agri-Food Canada","funders":"","keywords":"Incidence (geometry); Fusarium; Mycotoxin; Disease; Veterinary medicine; Disease monitoring; Medicine; Agronomy; Environmental health; Biology; Geography; Biotechnology; Horticulture; Pathology; Mathematics","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":[0.002676923,0.0009971837,0.0008891413,0.007912818,0.001574891,0.002492035,0.00193616,0.001102602,0.006920551],"category_scores_gemma":[0.00508142,0.0003935668,0.0006238353,0.01131862,0.0007764997,0.001393709,0.001201027,0.001144309,0.001839668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01725683,"about_ca_system_score_gemma":0.04882178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9473412,"about_ca_topic_score_gemma":0.9782639,"domain_scores_codex":[0.9982412,0.00005707792,0.0001789008,0.0001407517,0.001112122,0.000269942],"domain_scores_gemma":[0.9813836,0.0005693263,0.0008529367,0.0002435632,0.01545389,0.001496617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003012932,0.00006041901,0.02551006,0.005122903,0.0001146314,0.0004124735,0.0008479956,0.0003288534,0.0036281,0.0006781894,0.4649736,0.4980215],"study_design_scores_gemma":[0.0000100431,0.00005931337,0.05987934,0.002177577,0.0001599562,0.0002562791,0.000425979,0.00007430991,0.0004800433,0.0001028379,0.9363379,0.00003642573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03907296,0.7300851,0.002495318,0.04902621,0.01650936,0.0004028762,0.0630037,0.00098667,0.09841786],"genre_scores_gemma":[0.1064289,0.7220595,0.00579544,0.02189422,0.00813922,0.0002026542,0.06367223,0.0003863231,0.07142156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0526588,"threshold_uncertainty_score":0.1252076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679207884422894,"score_gpt":0.2196610200714518,"score_spread":0.1928689412272229,"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."}}