{"id":"W1993261717","doi":"10.2135/cropsci2000.4051426x","title":"Marker‐Based Selection of QTL Affecting Grain and Malt Quality in Two‐Row Barley","year":2000,"lang":"en","type":"article","venue":"Crop Science","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Monsanto (Canada); Agriculture and Agri-Food Canada; University of Guelph; University of Alberta; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quantitative trait locus; Biology; Hordeum vulgare; Chromosome; Marker-assisted selection; Grind; Genetics; Grain quality; Selection (genetic algorithm); Genetic marker; Poaceae; Agronomy; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00117124,0.00006761283,0.000110686,0.00002109469,0.0001859875,0.00004073668,0.0001408504,0.00003125505,0.0003351351],"category_scores_gemma":[0.00005598627,0.00002893815,0.00002377961,0.0006812429,0.0003196203,0.00007344752,0.00002362181,0.00006676593,0.000003565774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001068488,"about_ca_system_score_gemma":0.0000186369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006836781,"about_ca_topic_score_gemma":0.001517819,"domain_scores_codex":[0.9991141,0.00009493405,0.0001570515,0.000262419,0.0001440731,0.0002273968],"domain_scores_gemma":[0.9997367,0.00008725038,0.00004094268,0.00003492617,0.00004006256,0.00006009526],"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":[0.00001871986,0.00002933553,0.1140661,0.00000447479,3.097846e-7,9.539277e-7,0.00004873562,0.00003040745,0.8000243,0.00005884012,0.000009005491,0.08570884],"study_design_scores_gemma":[0.000135708,0.000150025,0.956137,0.00001367998,0.000001475548,0.000005723115,0.00004935246,0.001107942,0.04170546,0.000312203,0.0002903031,0.00009110898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976853,0.00006298714,0.000004631981,0.0002600753,0.00004875752,0.00008244162,0.000004410765,0.00001190284,0.001839519],"genre_scores_gemma":[0.9994841,0.00001756381,0.0002381151,0.0001005787,0.00003861939,0.00000241726,0.000001792957,3.247098e-7,0.0001164425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8420709,"threshold_uncertainty_score":0.3669494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235245104580452,"score_gpt":0.2839047338419927,"score_spread":0.2615522827961881,"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."}}