{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004813766,0.0003421846,0.0004715098,0.0001391245,0.0001055102,0.00004142746,0.0005055275,0.0002971647,0.00003277485],"category_scores_gemma":[0.00003105348,0.0002750081,0.0002362386,0.0003502393,0.00007430548,0.000008244613,0.0002472328,0.0001335952,0.00004864955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007730432,"about_ca_system_score_gemma":0.000161978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004986281,"about_ca_topic_score_gemma":0.00004949922,"domain_scores_codex":[0.9975044,0.0003713724,0.0006968774,0.0005644147,0.0003891942,0.0004737079],"domain_scores_gemma":[0.9983075,0.0001119301,0.0004880748,0.0007939337,0.0002075184,0.00009109419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005534242,0.00007050388,0.3446341,0.0000387961,0.0001402593,6.65998e-7,0.0001711671,0.001350883,0.6350064,9.848421e-7,0.00003455115,0.0184963],"study_design_scores_gemma":[0.0005411217,0.00008304948,0.3962432,0.00001118592,0.00007893395,0.000001702377,0.00009656347,0.0001088818,0.5869784,0.00001244727,0.01560045,0.0002439982],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.902434,0.09556491,0.000564112,0.0001708352,0.0002779078,0.000563201,0.00008094391,0.00001289815,0.0003312106],"genre_scores_gemma":[0.9810744,0.0131192,0.004459389,0.0004141884,0.0003588834,0.00003139982,0.0002051215,0.00004828816,0.0002891095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08244571,"threshold_uncertainty_score":0.9999702,"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."}}