{"id":"W2148306906","doi":"10.2135/cropsci2011.06.0297","title":"Genomic Selection in Plant Breeding: A Comparison of Models","year":2011,"lang":"en","type":"article","venue":"Crop Science","topic":"Genetic and phenotypic traits in livestock","field":"Biochemistry, Genetics and Molecular Biology","cited_by":689,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hatch; National Institute of Food and Agriculture; Microsoft","keywords":"Biology; Hordeum vulgare; Overfitting; Random forest; Lasso (programming language); Genomic selection; Bayesian probability; Selection (genetic algorithm); Plant breeding; Artificial intelligence; Regression; Linear model; Machine learning; Statistics; Computer science; Mathematics; Agronomy; Poaceae; Genetics; Genotype; Artificial neural network","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05154902805762601,"score_gpt":0.2715794352707135,"score_spread":0.2200304072130875,"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."}}