{"id":"W4280509735","doi":"10.1038/s42003-022-03256-5","title":"Genome analysis in Avena sativa reveals hidden breeding barriers and opportunities for oat improvement","year":2022,"lang":"en","type":"article","venue":"Communications Biology","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Agricultural Research Service; Université Laval; University of Minnesota; U.S. Department of Agriculture","keywords":"Avena; Quantitative trait locus; Biology; Genome; Chromosome; Chromosomal translocation; Genetics; Grain quality; Gene; Genetic linkage; Agronomy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001540383,0.0002294135,0.0002198448,0.0005420095,0.0002322196,0.0002916889,0.0002132126,0.0001923753,0.001058693],"category_scores_gemma":[0.0001947017,0.0001475946,0.0004759881,0.0004426923,0.0001403302,0.0001654151,0.000253845,0.0004150888,0.0001804035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004466456,"about_ca_system_score_gemma":0.0002470715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003112867,"about_ca_topic_score_gemma":0.0073375,"domain_scores_codex":[0.9999082,0.00001140407,0.000007332725,0.00004119121,0.00001537754,0.00001645292],"domain_scores_gemma":[0.9998653,0.00002599944,0.00004155286,0.00001878831,0.00001566007,0.00003271134],"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":[0.0001288301,0.00001348965,0.005302865,0.00002970601,0.00002266127,0.00009425122,0.00005071184,0.0001304808,0.9902326,0.0001425491,0.0000302553,0.003821671],"study_design_scores_gemma":[0.00006009302,0.0004895476,0.8946982,0.00002093752,0.0001043453,0.0008176322,0.0002047691,0.001966346,0.09230793,0.0005285314,0.008781807,0.00001994897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942343,0.0006455396,0.002882625,0.00009929188,0.00001017902,0.0000150338,0.001231267,0.0000942452,0.0007875344],"genre_scores_gemma":[0.9865717,0.0003885319,0.005169235,0.0001119718,0.000008666958,0.00001568761,0.005731639,0.00005770789,0.001944759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003112867,"threshold_uncertainty_score":0.006189466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08945366706918079,"score_gpt":0.2814691202268665,"score_spread":0.1920154531576858,"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."}}