{"id":"W4223449430","doi":"10.3390/foods11070914","title":"GrainGenes: Tools and Content to Assist Breeders Improving Oat Quality","year":2022,"lang":"en","type":"article","venue":"Foods","topic":"Food composition and properties","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"U.S. Department of Agriculture","keywords":"Quantitative trait locus; Avena; Biology; Genetic resources; Genome-wide association study; Gene; Biotechnology; Trait; Genome; Allele; Genetics; Computational biology; Agronomy; Computer science; Genotype","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":[0.001971389,0.002326391,0.0009867097,0.003894325,0.0008101541,0.0024279,0.002389382,0.0008914061,0.05395887],"category_scores_gemma":[0.006349478,0.001066952,0.001051413,0.003837191,0.0003282386,0.002761995,0.003633262,0.001381836,0.03970915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008553507,"about_ca_system_score_gemma":0.001346703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005555504,"about_ca_topic_score_gemma":0.009454996,"domain_scores_codex":[0.9993619,0.0001010619,0.00006245103,0.0001521296,0.000244543,0.0000779238],"domain_scores_gemma":[0.9978932,0.0008604241,0.0002366216,0.0003295182,0.0004400559,0.0002402438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009162413,0.0002214807,0.006922302,0.002043853,0.000150484,0.0004326851,0.0008768147,0.001667653,0.01368915,0.003554268,0.8095246,0.1600004],"study_design_scores_gemma":[0.0004143508,0.0001069469,0.0132381,0.0006074573,0.0001527468,0.0005545267,0.0005995568,0.0092877,0.01437486,0.009702218,0.9507721,0.0001894637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.01389439,0.001967214,0.1009472,0.001760349,0.0003799955,0.0004685758,0.3728761,0.480394,0.02731217],"genre_scores_gemma":[0.03539345,0.002310311,0.2147586,0.001052507,0.0001402766,0.0008994451,0.634435,0.08881322,0.02219713],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.05395887,"threshold_uncertainty_score":0.1805104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1415618136266018,"score_gpt":0.3091444200295338,"score_spread":0.167582606402932,"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."}}