{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007139081,0.0003179172,0.0005473169,0.0003776215,0.0006666285,0.00007732135,0.0004511939,0.0002422389,0.0001344153],"category_scores_gemma":[0.0007997229,0.0003489709,0.0001034864,0.001223078,0.0003386367,0.00008002023,0.002461218,0.0002107241,0.00004899365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007359768,"about_ca_system_score_gemma":0.0002131585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005355894,"about_ca_topic_score_gemma":0.003530188,"domain_scores_codex":[0.9973515,0.0005760802,0.0003675845,0.001002651,0.0002346145,0.0004675162],"domain_scores_gemma":[0.9983882,0.0001308418,0.0003472473,0.0006807056,0.0002792658,0.0001737768],"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":[0.004271102,0.0004491039,0.4757525,0.0001081885,0.0008888476,0.0004584547,0.01401878,0.0008741573,0.4879239,0.0005277053,0.0137093,0.001017985],"study_design_scores_gemma":[0.004251455,0.0005343074,0.9340592,0.0001530004,0.0001947141,0.000009460837,0.01371988,0.0006306411,0.03019663,0.0003217704,0.015055,0.0008739203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943646,0.0001789519,0.0004049017,0.000250576,0.0001778087,0.0008334496,0.001570036,0.00002850016,0.002191215],"genre_scores_gemma":[0.9799677,0.0001576854,0.0006879113,0.00003844035,0.00005480926,0.000002425827,0.00101336,0.00002418026,0.01805346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4583068,"threshold_uncertainty_score":0.9998962,"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."}}