{"id":"W2494316097","doi":"10.1094/9781891127649.004","title":"CHAPTER 4: Molecular Genetics of Quality in Oats","year":2011,"lang":"en","type":"article","venue":"AACC International, Inc. eBooks","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Genetics; Quality (philosophy); Biology; Computational biology; Philosophy; Epistemology","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":[0.0002554276,0.0005237814,0.0004157741,0.001015728,0.0006194424,0.0009370855,0.0008836153,0.0008913849,0.0118402],"category_scores_gemma":[0.0001538696,0.0002993191,0.0006431867,0.0006894621,0.000472819,0.0006712289,0.000538821,0.001395631,0.002802546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000888954,"about_ca_system_score_gemma":0.0004972843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001985555,"about_ca_topic_score_gemma":0.00297785,"domain_scores_codex":[0.9998018,0.00001875017,0.00001041884,0.00004964713,0.00009561633,0.00002388909],"domain_scores_gemma":[0.9999268,0.00002426853,0.00000827165,0.00000883845,0.00001939774,0.00001242374],"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":[0.0001984311,0.0004114203,0.001497316,0.001883121,0.00009424912,0.0007958594,0.0004888471,0.004754513,0.6470839,0.05841482,0.06082254,0.223555],"study_design_scores_gemma":[0.00007506789,0.0005150283,0.009224984,0.0006715237,0.0001443702,0.00152093,0.0002459014,0.003097955,0.2270658,0.02804681,0.7293282,0.00006345873],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1123593,0.1731852,0.2736244,0.01832414,0.01036398,0.001568248,0.004836312,0.002985253,0.4027531],"genre_scores_gemma":[0.1753644,0.1379052,0.08083373,0.003566506,0.00239571,0.0005491014,0.003509595,0.0005926145,0.5952831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0118402,"threshold_uncertainty_score":0.03960937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03831690402720997,"score_gpt":0.2849105723164237,"score_spread":0.2465936682892138,"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."}}