{"id":"W3185621099","doi":"10.1186/s12934-021-01640-0","title":"Engineering of Saccharomyces cerevisiae for the accumulation of high amounts of triacylglycerol","year":2021,"lang":"en","type":"article","venue":"Microbial Cell Factories","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Austrian Science Fund; Javna Agencija za Raziskovalno Dejavnost RS; Alberta Water Research Institute","keywords":"Saccharomyces cerevisiae; Yeast; Biochemistry; Metabolic engineering; Fatty acid; Chemistry; Gene; Biology","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":[0.0002438331,0.0008365449,0.0003184322,0.0004147601,0.0001467767,0.0004558494,0.0004497635,0.0003629101,0.000904723],"category_scores_gemma":[0.0002375499,0.0002044348,0.0005077692,0.0004982088,0.0002132299,0.0001889781,0.0004990908,0.0006046987,0.0004443804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003813454,"about_ca_system_score_gemma":0.0004229774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001421494,"about_ca_topic_score_gemma":0.001732037,"domain_scores_codex":[0.9997686,0.00002718742,0.00005563928,0.00004439382,0.00007900345,0.00002518176],"domain_scores_gemma":[0.9997807,0.00004504954,0.00007146036,0.00003016941,0.00003316276,0.00003949164],"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":[0.00008132825,0.00007023354,0.0003153288,0.0001061412,0.00002289047,0.0001099454,0.0000235682,0.0003257877,0.9966363,0.0001552984,0.0000429483,0.002110133],"study_design_scores_gemma":[0.00004842114,0.0002719724,0.003208871,0.0000222823,0.00008753849,0.0005244596,0.00004835612,0.002718058,0.9875277,0.00009035749,0.005436939,0.00001510869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725598,0.001492919,0.02204261,0.000157592,0.0001034295,0.0001837375,0.001532938,0.0003147207,0.001612305],"genre_scores_gemma":[0.9685152,0.001727623,0.02344981,0.00006328186,0.00001225575,0.0001194276,0.003131725,0.0001307614,0.002849972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001421494,"threshold_uncertainty_score":0.003026545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177943114678312,"score_gpt":0.2489849313039536,"score_spread":0.2311906198361224,"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."}}