{"id":"W2962627674","doi":"10.1534/g3.119.400228","title":"Multivariate Genome-Wide Association Analyses Reveal the Genetic Basis of Seed Fatty Acid Composition in Oat ( <i>Avena sativa</i> L.)","year":2019,"lang":"en","type":"article","venue":"G3 Genes Genomes Genetics","topic":"Lipid metabolism and biosynthesis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Colorado State University; U.S. Department of Agriculture","keywords":"Avena; Biology; Genome-wide association study; Genetic association; Botany; Genetics; Gene; Single-nucleotide polymorphism; Genotype","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009176264,0.0003969394,0.0003023917,0.0006628039,0.0002270886,0.0004918213,0.0003181797,0.0002963646,0.001074889],"category_scores_gemma":[0.001260375,0.0002418643,0.0009167569,0.000802712,0.0002931154,0.0001795704,0.0003531931,0.0005365078,0.00009451037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002712969,"about_ca_system_score_gemma":0.0002305162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005612718,"about_ca_topic_score_gemma":0.01010604,"domain_scores_codex":[0.9992829,0.0002353811,0.00004421908,0.0003035722,0.0000734951,0.00006042079],"domain_scores_gemma":[0.9987164,0.000503064,0.0004775102,0.0001440702,0.00006248632,0.00009644615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001337836,0.0001083852,0.7483939,0.00006239232,0.001591837,0.000461248,0.0002306963,0.004097617,0.2210178,0.0006918116,0.0003060932,0.02170042],"study_design_scores_gemma":[0.00002433529,0.00006602098,0.9815528,0.0000038548,0.0002482039,0.0001616456,0.00003945987,0.01428281,0.00302856,0.0002950681,0.0002804826,0.00001679333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964589,0.0001030772,0.002978645,0.00003266744,0.000003083085,0.000002824838,0.000225527,0.00006520897,0.000130106],"genre_scores_gemma":[0.9974178,0.00003837577,0.002159185,0.00001670192,0.000004481098,0.000004545383,0.0002048271,0.00001879829,0.0001352503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005612718,"threshold_uncertainty_score":0.01116014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341221811957949,"score_gpt":0.2509804682290937,"score_spread":0.2375682501095142,"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."}}