{"id":"W4406902958","doi":"10.1094/phyto-08-24-0257-r","title":"Prevalence of Mutations Associated with QoIs, QiIs, QioSIs, and CAA Fungicide Resistance Within <i>Plasmopara viticola</i> in North America and a Tool to Detect CAA-Resistant Isolates","year":2025,"lang":"en","type":"article","venue":"Phytopathology","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"Michigan State Horticultural Society","keywords":"Plasmopara viticola; Biology; Fungicide; Downy mildew; TaqMan; Botany; Genotype; Genetics; Gene; Polymerase chain reaction","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":[0.0001465007,0.000119691,0.0001261306,0.0007434984,0.0004130437,0.0005252571,0.0002050741,0.000159614,0.0005779832],"category_scores_gemma":[0.0002606174,0.0001203764,0.0001319902,0.0006714772,0.0002386227,0.0001146225,0.0001594193,0.0002023769,0.00005407571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117416,"about_ca_system_score_gemma":0.0007886607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2983676,"about_ca_topic_score_gemma":0.4946428,"domain_scores_codex":[0.9998415,0.00001196264,0.00001068203,0.00006517773,0.00003900237,0.00003172603],"domain_scores_gemma":[0.999684,0.00003120504,0.0001271094,0.00001171212,0.00008379638,0.00006218281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009657625,0.00001856743,0.9536204,0.00003005313,0.00005097764,0.0001286842,0.0004633224,0.0001101639,0.03878415,0.00004290755,0.0001255714,0.006528534],"study_design_scores_gemma":[0.000001203106,0.00001566744,0.9986038,0.00000394772,0.000009424444,0.00008378546,0.0002518993,0.00006516673,0.0007403366,0.00000419353,0.0002191074,0.000001469373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991304,0.000110182,0.00006170456,0.000009337547,7.326759e-7,0.00000555846,0.00030732,0.000003991188,0.0003707823],"genre_scores_gemma":[0.9992625,0.00008715787,0.000116455,0.00000927348,5.482983e-7,0.000002416054,0.0003597404,0.000001353883,0.0001604357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2983676,"threshold_uncertainty_score":0.593262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081788183914335,"score_gpt":0.2428491088270048,"score_spread":0.2320312269878614,"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."}}