{"id":"W7094253067","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":"","type":"article","venue":"Open PRAIRIE (South Dakota State University)","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pyrenophora; Fungicide; Population; Crop; Race (biology); Crop diversity; Fungus; Pathogen; Agriculture; Pathosystem","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":[0.0001037091,0.0002073247,0.0001725123,0.0006260548,0.0005854412,0.0003986887,0.0001732589,0.000184801,0.0007402104],"category_scores_gemma":[0.0001210952,0.0001300678,0.0001774935,0.0005988323,0.0002016415,0.0001248111,0.000217672,0.0002579729,0.0003041919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004933769,"about_ca_system_score_gemma":0.000282435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02747674,"about_ca_topic_score_gemma":0.09706283,"domain_scores_codex":[0.9999039,0.000008084716,0.000008753892,0.00004238295,0.00001990731,0.0000170198],"domain_scores_gemma":[0.999779,0.00001703726,0.00006090672,0.00001004496,0.00008425231,0.00004876838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002096701,0.0001119109,0.7639,0.00007538059,0.00006598607,0.0003472908,0.001913321,0.00005555471,0.2274327,0.00004816037,0.0002782254,0.005561835],"study_design_scores_gemma":[0.000001425111,0.00004178067,0.9971686,0.000003420241,0.000009981336,0.0001212087,0.000662042,0.0000352593,0.001206637,0.000004285765,0.0007429245,0.000002404055],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982482,0.0001156195,0.00006823821,0.00001753834,0.000004009178,0.00001493556,0.001105666,0.000002264447,0.0004233602],"genre_scores_gemma":[0.9957755,0.0001577573,0.0003089754,0.00005915041,0.000003763701,0.00002717634,0.002581184,0.000003356059,0.001083131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02747674,"threshold_uncertainty_score":0.05463368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0584705672842318,"score_gpt":0.2479358584392272,"score_spread":0.1894652911549954,"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."}}