{"id":"W4401920328","doi":"10.1039/9781839167980-00021","title":"Recent Advances in the Biosynthesis and Metabolic Engineering of Storage Lipids and Proteins in Seeds","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Lipid metabolism and biosynthesis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Alberta","funders":"","keywords":"Biosynthesis; Metabolic engineering; Biochemistry; Computational biology; Chemistry; Biology; Biotechnology; Enzyme","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":[0.0002099433,0.0008369659,0.0005533941,0.0009620755,0.0003046717,0.001236211,0.0005822581,0.00057724,0.01096789],"category_scores_gemma":[0.0001806563,0.0003799615,0.0004979854,0.001992228,0.0003662772,0.001221757,0.0007173475,0.001752373,0.0119533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007362664,"about_ca_system_score_gemma":0.0004272843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004512493,"about_ca_topic_score_gemma":0.0009779619,"domain_scores_codex":[0.9998981,0.000008561585,0.000005952376,0.00002555525,0.00005372,0.000008054101],"domain_scores_gemma":[0.9999274,0.00002839613,0.000007851015,0.000005879291,0.00001601126,0.00001443893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001293358,0.0001502114,0.0001234056,0.005199261,0.00003435566,0.0003707923,0.0003140748,0.002939191,0.1510142,0.04206874,0.08140292,0.7162535],"study_design_scores_gemma":[0.000004880079,0.00003346395,0.0001638186,0.0001849041,0.00001066332,0.0003752855,0.00001433575,0.0003131999,0.008066447,0.004606262,0.9862176,0.00000919527],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005056822,0.7489082,0.03870644,0.002096073,0.003647381,0.00007473627,0.0005083086,0.0009249663,0.2000771],"genre_scores_gemma":[0.01021762,0.6857405,0.04699694,0.0009899654,0.0009292612,0.0001103879,0.001044424,0.0004154043,0.2535554],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01096789,"threshold_uncertainty_score":0.03669119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006944844731853301,"score_gpt":0.2074086496603394,"score_spread":0.2004638049284861,"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."}}