{"id":"W4405851934","doi":"10.5376/gab.2024.15.0023","title":"Genome-Wide Association Studies in Fabaceae: Progress and Prospects","year":2024,"lang":"en","type":"article","venue":"Genomics and Applied Biology","topic":"Genetic Mapping and Diversity in Plants and Animals","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fabaceae; Genome-wide association study; Computational biology; Biology; Association (psychology); Genome; Evolutionary biology; Genetics; Gene; Ecology; Psychology; Single-nucleotide polymorphism; Genotype","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001855549,0.000102226,0.0001383571,0.00004314201,0.00006350794,0.00003483279,0.00004625802,0.0001253973,0.000002121799],"category_scores_gemma":[0.00002454982,0.00008770361,0.00001727714,0.00004045075,0.00009585982,0.000001150797,0.0001265348,0.00006148637,0.000003775821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001786696,"about_ca_system_score_gemma":0.00002054938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002616603,"about_ca_topic_score_gemma":0.00001092039,"domain_scores_codex":[0.9993601,0.00001360733,0.0001108226,0.0003067886,0.00002535068,0.0001832983],"domain_scores_gemma":[0.9998251,0.00003445513,0.00003025517,0.00006055657,0.00001503708,0.00003458379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001290572,0.0000712906,0.3249074,0.0003803968,0.0004786514,0.00001808533,0.001610548,0.0000242968,0.6464039,0.008551153,0.002412292,0.01501295],"study_design_scores_gemma":[0.00217292,0.0009162558,0.2065577,0.00009189476,0.000124378,0.00005506334,0.003316377,0.0001523501,0.02697395,0.0139487,0.744453,0.00123753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814486,0.01715792,0.0000213293,0.0004527142,0.0001064184,0.0001454312,0.00002866373,0.00001061169,0.0006282927],"genre_scores_gemma":[0.993277,0.005735888,0.0002851395,0.0002203945,0.0001157577,0.00001410159,0.00005360418,0.000006182787,0.0002920062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7420406,"threshold_uncertainty_score":0.3576449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508881498886271,"score_gpt":0.253294293342115,"score_spread":0.2382054783532523,"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."}}