{"id":"W2934594144","doi":"10.1094/pdis-12-18-2282-re","title":"Fungicide Sensitivity Monitoring of <i>Alternaria</i> spp. Causing Leaf Spot of Sugarbeet (<i>Beta vulgaris</i>) in the Upper Great Lakes","year":2019,"lang":"en","type":"article","venue":"Plant Disease","topic":"Fungal Plant Pathogen Control","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"College of Engineering, Michigan State University; Michigan State University; U.S. Department of Agriculture","keywords":"Fungicide; Alternaria; Biology; Cercospora; Leaf spot; Mancozeb; Horticulture; Agronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000454917,0.0001692572,0.0003049618,0.0000205201,0.00005323093,0.00003055901,0.0001904149,0.00005566235,0.00007531021],"category_scores_gemma":[0.00006810379,0.00006333573,0.0001283353,0.0001833078,0.00003989634,0.0001265267,0.00005900922,0.0001353626,0.0000220254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000142384,"about_ca_system_score_gemma":0.00001553071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003717542,"about_ca_topic_score_gemma":0.0004400036,"domain_scores_codex":[0.9985629,0.0002201131,0.0002903731,0.0002738419,0.0003580764,0.0002946766],"domain_scores_gemma":[0.9987311,0.0008451553,0.0001499921,0.000134692,0.00003962017,0.00009947891],"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":[0.0002039048,0.00007222658,0.4851843,0.0000235087,0.000008552243,0.0001269809,0.00004557995,0.00006068252,0.5140023,0.0000284196,0.00006193902,0.0001816857],"study_design_scores_gemma":[0.0003756082,0.0001076573,0.9408262,0.0002255102,0.00007037102,0.00003377149,0.0002748884,0.000675248,0.05652213,0.00003560047,0.0006141492,0.0002387955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966261,0.000403948,9.00463e-7,0.0003227606,0.000194343,0.000326887,0.001769517,0.00001832489,0.0003372638],"genre_scores_gemma":[0.9995008,0.00001945834,0.00001237252,0.00009230139,0.000183979,0.000005197072,0.000123852,0.000001503774,0.00006051756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4574801,"threshold_uncertainty_score":0.2582756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507654268183209,"score_gpt":0.2049401461955123,"score_spread":0.1898636035136802,"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."}}