{"id":"W3131484687","doi":"10.1038/s41598-021-83581-7","title":"Genome-wide association study identified candidate genes for seed size and seed composition improvement in M. truncatula","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Angers Loire Métropole; Institut National de la Recherche Agronomique; European Regional Development Fund; China Scholarship Council","keywords":"Medicago truncatula; Biology; Medicago; Legume; Quantitative trait locus; Genome-wide association study; Candidate gene; Plant protein; Plant breeding; Storage protein; Botany; Gene; Genetics; Food science; Single-nucleotide polymorphism; 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":[0.0003364262,0.0003125413,0.0002401595,0.0006523181,0.0002629724,0.0002718802,0.0001881003,0.0003063643,0.001345451],"category_scores_gemma":[0.000374005,0.0001070337,0.0005347,0.0007009777,0.0001686738,0.0000682425,0.0002526206,0.0003214246,0.0001748872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001495675,"about_ca_system_score_gemma":0.0001324626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001844924,"about_ca_topic_score_gemma":0.003833512,"domain_scores_codex":[0.9997646,0.00004045358,0.00001989038,0.0001101448,0.00003427709,0.00003059841],"domain_scores_gemma":[0.9997361,0.00007143925,0.0001020926,0.00002235223,0.00001858899,0.00004934729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002088042,0.0001392637,0.7578398,0.0001714736,0.001378994,0.001866078,0.0003200941,0.0004816798,0.2206358,0.0002366203,0.0004429293,0.01439927],"study_design_scores_gemma":[0.00002172211,0.00007727282,0.9951301,0.000008439063,0.0002712121,0.0004441613,0.00004106978,0.0008115989,0.002430493,0.00004766696,0.0007116232,0.000004664874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982859,0.0005340772,0.0005111159,0.00004183535,0.00000756294,0.000004468254,0.0003725737,0.00001818128,0.0002240685],"genre_scores_gemma":[0.9984947,0.0001237894,0.0004413024,0.00002650495,0.000006770009,0.000005099604,0.0004281018,0.000005680275,0.000468014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001844924,"threshold_uncertainty_score":0.004500985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206824110907365,"score_gpt":0.2248123515353552,"score_spread":0.2127441104262816,"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."}}