{"id":"W3205870955","doi":"10.3390/foods10102479","title":"The Genetic Architecture of Milling Quality in Spring Oat Lines of the Collaborative Oat Research Enterprise","year":2021,"lang":"en","type":"article","venue":"Foods","topic":"Genetic Mapping and Diversity in Plants and Animals","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Agriculture and Agri-Food Canada","funders":"Biotechnology and Biological Sciences Research Council; Engineering and Physical Sciences Research Council","keywords":"Quantitative trait locus; Genetic architecture; Trait; Biology; Genome-wide association study; Explained variation; Biotechnology; Genetics; Statistics; Mathematics; Gene; Genotype; Single-nucleotide polymorphism; Computer science","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":[0.0004077325,0.0002459405,0.0003327391,0.001055161,0.0003636712,0.0004060671,0.0002911654,0.0002046103,0.0007141012],"category_scores_gemma":[0.00038955,0.0002179023,0.0003643682,0.0007424591,0.0002089775,0.0001425378,0.0004152449,0.0003606188,0.0001087744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005999978,"about_ca_system_score_gemma":0.0003009966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006549179,"about_ca_topic_score_gemma":0.01769516,"domain_scores_codex":[0.9994437,0.00007942016,0.00004592871,0.0002558314,0.0001068269,0.00006828839],"domain_scores_gemma":[0.9992509,0.0001738194,0.00028589,0.00007929951,0.00009695624,0.0001130877],"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":[0.0005597965,0.0001218097,0.1291039,0.00002895032,0.0001694917,0.0002719804,0.0005335178,0.0005116315,0.8609523,0.0001340824,0.00005764239,0.007554976],"study_design_scores_gemma":[0.00001272173,0.0001059594,0.9941402,0.000003697932,0.00004499212,0.000147659,0.00008948399,0.0006307172,0.004562726,0.00003328764,0.0002161125,0.00001232991],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993311,0.00004986232,0.000320185,0.000004761216,7.525375e-7,0.00000499211,0.0001394089,0.000007396791,0.0001415719],"genre_scores_gemma":[0.9978908,0.0000414924,0.000725457,0.0000114069,0.000001679785,0.00001368474,0.0006481336,0.00001964536,0.0006476745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006549179,"threshold_uncertainty_score":0.01302212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03286791423835071,"score_gpt":0.3229946123793961,"score_spread":0.2901266981410454,"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."}}