{"id":"W2018444706","doi":"10.1007/s10529-011-0651-3","title":"Production of γ-linolenic acid using a novel heterologous expression system in the oleaginous yeast Lipomyces kononenkoae","year":2011,"lang":"en","type":"article","venue":"Biotechnology Letters","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Agriculture","funders":"","keywords":"Yeast; Biochemistry; Heterologous; Heterologous expression; Chemistry; Food science; Linolenic acid; Biology; Recombinant DNA; Fatty acid; Linoleic acid","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":[0.000227248,0.000479374,0.0004698833,0.0002280148,0.000264919,0.0009820383,0.0003587895,0.0003575168,0.0003886316],"category_scores_gemma":[0.000142678,0.0002219069,0.0004134211,0.0002809247,0.0003097674,0.0004837704,0.0004677539,0.0006948576,0.0005476975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005105722,"about_ca_system_score_gemma":0.0002828864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009758878,"about_ca_topic_score_gemma":0.0007668293,"domain_scores_codex":[0.9998555,0.00002011468,0.00002592882,0.00003479361,0.00004220681,0.00002142557],"domain_scores_gemma":[0.9999062,0.00001723844,0.00001945069,0.00001793553,0.00001573156,0.00002352645],"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":[0.00005957662,0.00002749048,0.0001039791,0.0000260741,0.000004185581,0.00004444373,0.00002476272,0.0001821419,0.9983423,0.0001257377,0.00001272397,0.001046499],"study_design_scores_gemma":[0.0000144354,0.00006572149,0.0003645459,0.000004121756,0.00001873856,0.00007511073,0.00003743198,0.001351589,0.9968166,0.00004265162,0.001201477,0.000007597208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825769,0.0009279329,0.01443533,0.0002811423,0.00006188139,0.00003608467,0.000333097,0.0001763923,0.001171296],"genre_scores_gemma":[0.9876703,0.0007763635,0.008326882,0.00003735696,0.00001438894,0.00002247093,0.0007330462,0.00005693433,0.00236222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009820383,"threshold_uncertainty_score":0.003704488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721213632103675,"score_gpt":0.2016324392936003,"score_spread":0.1844203029725636,"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."}}