{"id":"W2614778812","doi":"10.1111/ppa.12726","title":"Perspectives on the specific targeting of <i>Fusarium graminearum</i> for the development of alternative head blight treatment approaches","year":2017,"lang":"en","type":"article","venue":"Plant Pathology","topic":"Mycotoxins in Agriculture and Food","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Biology; Fungicide; Fusarium; Mycotoxin; Biotechnology; Agriculture; Antifungal; Agronomy; Horticulture; Microbiology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003339491,0.0001237296,0.0001940531,0.000006341211,0.0005431717,0.00002353238,0.0004363714,0.00005653387,0.00001723339],"category_scores_gemma":[0.00005444969,0.00002509788,0.00008004834,0.00002742421,0.000171563,0.00002468575,0.00006688718,0.00006438747,0.00000385713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001713504,"about_ca_system_score_gemma":0.000004853757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001484159,"about_ca_topic_score_gemma":0.0000982863,"domain_scores_codex":[0.9992285,0.00006171703,0.000201737,0.0002159847,0.0001059448,0.0001860758],"domain_scores_gemma":[0.9990476,0.0005651361,0.0002076232,0.0001138489,0.00004690346,0.00001883588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001871859,0.0004975806,0.001130671,0.000008255717,0.0001140274,0.000004766747,0.01223821,0.000007378257,0.9477654,0.01651441,0.0002689999,0.02126317],"study_design_scores_gemma":[0.0002444125,0.001018476,0.02912989,0.00001206515,0.00002380374,0.00001306648,0.008448016,0.00003853653,0.9289811,0.0004112468,0.0315383,0.0001411427],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994225,0.0004168704,0.00004042724,0.002395252,0.0001457681,0.0005019548,0.000301977,0.00000846596,0.00196427],"genre_scores_gemma":[0.9988905,0.0001328302,0.0004576515,0.000020685,0.000210458,0.0000867845,0.000102632,7.717142e-7,0.00009765796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0312693,"threshold_uncertainty_score":0.4177693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1243752084611648,"score_gpt":0.2548754425600586,"score_spread":0.1305002340988938,"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."}}