{"id":"W3187902165","doi":"10.1080/07352689.2021.1954778","title":"Omics advances and integrative approaches for the simultaneous improvement of seed oil and protein content in soybean (<i>Glycine max</i>L.)","year":2021,"lang":"en","type":"article","venue":"Critical Reviews in Plant Sciences","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Université Laval","funders":"Scheme for Promotion of Academic and Research Collaboration; Department of Science and Technology, Republic of the Philippines; University Grants Commission of Bangladesh","keywords":"Biology; Quantitative trait locus; Genomics; Phenomics; Biotechnology; Proteomics; Computational biology; Association mapping; Genome; Molecular breeding; Population; Gene; Genetics; Genotype; Single-nucleotide polymorphism","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":[0.002347275,0.0009785122,0.001390855,0.001768542,0.0004552454,0.001906371,0.0005526306,0.0008112175,0.001100427],"category_scores_gemma":[0.0005679051,0.0003501548,0.001491802,0.001627809,0.000455947,0.001612894,0.001060857,0.001704433,0.0004524808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007990291,"about_ca_system_score_gemma":0.001074455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008738617,"about_ca_topic_score_gemma":0.001989807,"domain_scores_codex":[0.9994662,0.0001134786,0.00005406848,0.0001551411,0.0001670827,0.0000440383],"domain_scores_gemma":[0.9995281,0.0001482533,0.0001109399,0.000045994,0.0001144093,0.00005239257],"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":[0.0002260175,0.00009326557,0.002825537,0.005135302,0.0004315691,0.0003095433,0.0003048246,0.001030936,0.785408,0.005623226,0.002405793,0.196206],"study_design_scores_gemma":[0.0001164301,0.001207608,0.07308031,0.002599208,0.003273014,0.00225531,0.00133268,0.0104167,0.3402865,0.02395786,0.5411952,0.0002791028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1131164,0.6400772,0.2151871,0.008274741,0.001564352,0.0004874539,0.007430776,0.001251351,0.01261082],"genre_scores_gemma":[0.1863346,0.5087653,0.2816634,0.003792609,0.0007568952,0.0005726153,0.01158732,0.0002779408,0.006249357],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002347275,"threshold_uncertainty_score":0.01241374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021187215202169,"score_gpt":0.2835460088194883,"score_spread":0.1814272872992714,"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."}}