{"id":"W2034563343","doi":"10.1007/s00122-014-2448-y","title":"Multi-environment multi-QTL association mapping identifies disease resistance QTL in barley germplasm from Latin America","year":2014,"lang":"en","type":"article","venue":"Theoretical and Applied Genetics","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture Food and Rural Development","funders":"Comisión Sectorial de Investigación Científica","keywords":"Quantitative trait locus; Biology; Cochliobolus sativus; Germplasm; Association mapping; Hordeum vulgare; Family-based QTL mapping; Rust (programming language); Population; Leaf spot; Context (archaeology); Agronomy; Single-nucleotide polymorphism; Genotype; Genetics; Gene mapping; Poaceae; Cultivar","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":[],"consensus_categories":[],"category_scores_codex":[0.0002386862,0.0001828149,0.0002402256,0.00001353336,0.0001452316,0.0000665251,0.0001538238,0.0001324821,0.0002276923],"category_scores_gemma":[0.00004295171,0.00009163994,0.00004865737,0.0000979109,0.0002476503,0.00001412775,0.000118847,0.0001457423,0.00004474435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002139321,"about_ca_system_score_gemma":0.000003352767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001411947,"about_ca_topic_score_gemma":0.00009257945,"domain_scores_codex":[0.9986538,0.0001188815,0.0002806331,0.000418415,0.0001873766,0.0003408882],"domain_scores_gemma":[0.9993897,0.000244596,0.00008646294,0.00008978538,0.00001486268,0.0001745757],"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":[0.0002165878,0.0005247756,0.06470861,0.00003167642,0.0000279965,0.000009769082,0.0007317408,0.0002261259,0.8440265,0.02135183,0.0002379465,0.06790646],"study_design_scores_gemma":[0.0007034021,0.00006863924,0.9434624,0.00002930462,0.00003749628,2.606039e-7,0.0002230255,0.00506966,0.003928527,0.03782214,0.008207289,0.0004478283],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996471,0.0004386207,0.001195584,0.0009582625,0.00006440009,0.000194162,0.0000819706,0.00002667116,0.0005693678],"genre_scores_gemma":[0.9940324,0.0005598559,0.004479933,0.000368681,0.0001646957,0.00002763254,0.00006873589,0.000002826789,0.0002952531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8787538,"threshold_uncertainty_score":0.3736968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166266589061268,"score_gpt":0.1982543646167756,"score_spread":0.1865916987261629,"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."}}