{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001821782,0.0001867577,0.0003412849,0.00003909652,0.0001716669,0.00004372642,0.0001623166,0.00008049958,0.00001201967],"category_scores_gemma":[0.0005509117,0.00007618035,0.00003214025,0.000884409,0.0002524686,0.0001186541,0.0001061636,0.0001870232,0.000002336598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004214424,"about_ca_system_score_gemma":0.00002324453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002382136,"about_ca_topic_score_gemma":0.02936014,"domain_scores_codex":[0.9984762,0.0001930383,0.0003488484,0.0004404453,0.0001558834,0.0003855493],"domain_scores_gemma":[0.9990838,0.0004728816,0.0001107521,0.00007033435,0.0001577464,0.0001044486],"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":[0.0004699784,0.0001044191,0.2350075,0.0001459721,0.0000257606,0.0000556362,0.0008001767,0.00003253418,0.758451,0.0002263276,0.000108584,0.004572167],"study_design_scores_gemma":[0.0002558027,0.0005669506,0.9855483,0.0002026109,0.00003460644,0.000007299331,0.0003236406,0.00003330693,0.01226317,0.0001801299,0.0003821328,0.000202082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967787,0.001028348,0.000003660059,0.001353724,0.00002578364,0.0004557343,0.0001887711,0.00002868571,0.0001366298],"genre_scores_gemma":[0.9985857,0.0002134709,0.0002713469,0.000334364,0.00001237327,0.0001014114,0.0000241675,0.000001370145,0.0004557757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7505408,"threshold_uncertainty_score":0.9883515,"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."}}