{"id":"W4308579539","doi":"10.3390/plants11213003","title":"Multiple-Traits Selection in White Guinea Yam (Dioscorea rotundata) Genotypes","year":2022,"lang":"en","type":"article","venue":"Plants","topic":"Genetics and Plant Breeding","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Ghana; International Development Research Centre; Bill and Melinda Gates Foundation","keywords":"Dioscorea rotundata; Ideotype; Best linear unbiased prediction; Biology; Trait; Heritability; Genetic gain; Cultivar; Breeding program; Dioscorea; Biotechnology; Selection (genetic algorithm); Horticulture; Genetic variation; Genetics; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005050751,0.0003903444,0.0003951075,0.000502678,0.0001776304,0.0002829279,0.000239293,0.0001819961,0.001147548],"category_scores_gemma":[0.000257444,0.0001689207,0.0003633416,0.0002718406,0.0001267839,0.0001480269,0.0003734784,0.0003502611,0.0001720452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001848184,"about_ca_system_score_gemma":0.000159841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005411699,"about_ca_topic_score_gemma":0.001787042,"domain_scores_codex":[0.9996995,0.00007904261,0.00003232852,0.0001111628,0.00004373719,0.00003429908],"domain_scores_gemma":[0.999772,0.00007202542,0.00006507985,0.00002421689,0.00002448276,0.0000423058],"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":[0.0003701761,0.0001215066,0.004833888,0.00004899367,0.00003693087,0.0001619185,0.00007738853,0.0001833049,0.9831108,0.0001099719,0.00002153372,0.01092359],"study_design_scores_gemma":[0.0002242263,0.007043364,0.5671671,0.00006109957,0.0005913649,0.002410657,0.0006934812,0.008613997,0.4050912,0.0003317486,0.007656503,0.0001152577],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997595,0.00006919026,0.001856183,0.00001114182,0.000006700611,0.00002185206,0.0001181347,0.00003303791,0.0002887402],"genre_scores_gemma":[0.9796957,0.0001660759,0.01714108,0.00004389357,0.000004871164,0.00009625384,0.0007146784,0.00005877531,0.002078696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001147548,"threshold_uncertainty_score":0.003838897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0274624080092611,"score_gpt":0.1976394786985271,"score_spread":0.170177070689266,"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."}}