{"id":"W4409264412","doi":"10.1094/php-02-25-0073-rs","title":"Fungicide Efficacy Guides for Foliar Diseases in Corn and Soybean: Development and Validation","year":2025,"lang":"en","type":"article","venue":"Plant Health Progress","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"Louisiana Soybean and Grain Research and Promotion Board; Indiana Soybean Alliance; Indiana Corn Marketing Council; Wisconsin Soybean Marketing Board; Grain Farmers of Ontario; United Soybean Board; Iowa Soybean Association","keywords":"Biology; Fungicide; Agronomy; Biotechnology; Horticulture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001591198,0.0001036951,0.0001415039,0.00005442569,0.0001187918,0.00002394893,0.0000479255,0.00005089652,7.013054e-7],"category_scores_gemma":[0.00005993152,0.00009395331,0.00001713257,0.00004199526,0.00003357426,0.000003194003,0.00005588511,0.00002683315,4.113247e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001209457,"about_ca_system_score_gemma":0.0001694949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005604278,"about_ca_topic_score_gemma":0.00003336497,"domain_scores_codex":[0.9992092,0.00003700518,0.0002055676,0.0002570848,0.00005080354,0.0002403507],"domain_scores_gemma":[0.9996959,0.00004310694,0.00005679959,0.00008095898,0.00002346923,0.00009977486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001603042,0.0006482549,0.8513464,0.002618062,0.0001467628,0.00002596715,0.000261722,0.00001099635,0.01301091,0.003913274,0.007904182,0.1185105],"study_design_scores_gemma":[0.002227725,0.0003276471,0.9212353,0.0005102416,0.00004057461,0.00001642607,0.0001159895,0.0002988787,0.01091725,0.0002502885,0.06371208,0.0003475869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979183,0.01764075,0.0007238415,0.0003666239,0.00007807389,0.0007622571,0.001187573,0.00001499259,0.00004290235],"genre_scores_gemma":[0.9950675,0.0006458898,0.001873061,0.0004889924,0.00004895632,0.0001475763,0.001613127,0.000008706968,0.0001061313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1181629,"threshold_uncertainty_score":0.3831305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916560251699461,"score_gpt":0.3074811396180927,"score_spread":0.2883155371010981,"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."}}