{"id":"W7006527806","doi":"","title":"Unveiling Race Diversity and Fungicide Sensitivity Profiles of <em>Pyrenophora Tritici Repentis</em> Populations in South Dakota Collected From 2021-2023","year":2023,"lang":"en","type":"article","venue":"Open PRAIRIE (South Dakota State University)","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pyrenophora; Fungicide; Population; Crop; Race (biology); Crop diversity; Fungus; Pathogen; Agriculture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001131913,0.0001964106,0.0001689966,0.0005778,0.0005048966,0.0003722715,0.0001568268,0.0001773184,0.0007096654],"category_scores_gemma":[0.0001346369,0.0001235908,0.0001462103,0.0004747547,0.0002176812,0.000123074,0.0002041695,0.0002471888,0.0003310993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004044813,"about_ca_system_score_gemma":0.000217916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01533387,"about_ca_topic_score_gemma":0.05906709,"domain_scores_codex":[0.9998876,0.000009387507,0.000009623193,0.00005381235,0.00002021427,0.00001933094],"domain_scores_gemma":[0.9997864,0.00001752187,0.00005813078,0.00001233696,0.0000792976,0.00004631651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003184934,0.0001312157,0.572493,0.00006630072,0.00006411921,0.0002930647,0.001655278,0.00006248683,0.4183685,0.00006069088,0.0002470226,0.006239869],"study_design_scores_gemma":[0.000002432245,0.00007469444,0.9954983,0.000003393243,0.00001375292,0.0001381878,0.0006244738,0.00005487302,0.002718132,0.000005960685,0.0008624718,0.000003349144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984676,0.0000917507,0.00007244384,0.0000124292,0.000003531657,0.00001421799,0.0009382176,0.000002083854,0.0003976266],"genre_scores_gemma":[0.9962603,0.0001135779,0.0003499512,0.00004477966,0.000002880161,0.00002650634,0.002050755,0.000003436378,0.001147867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01533387,"threshold_uncertainty_score":0.03048921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03583098053739284,"score_gpt":0.2581854310007351,"score_spread":0.2223544504633423,"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."}}