{"id":"W3127805193","doi":"10.1016/j.jbiotec.2021.01.021","title":"The potential of the oleaginous yeast Rhodotorula paludigena CM33 to produce biolipids","year":2021,"lang":"en","type":"article","venue":"Journal of Biotechnology","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Office of the Higher Education Commission","keywords":"Nile red; Xylose; Food science; Yeast; Glycerol; Rhodotorula; Sugar; Strain (injury); Chemistry; Nile blue; Sucrose; Biology; Botany; Biochemistry; Fermentation; Fluorescence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003053344,0.00009283521,0.0001511584,0.00004917261,0.00008134109,0.00001161594,0.0003619244,0.0001895529,0.000002749154],"category_scores_gemma":[0.0003775321,0.00005382024,0.0001370569,0.0002539048,0.0001181763,0.000001942954,0.0001659176,0.0002067243,0.000002011087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000106624,"about_ca_system_score_gemma":0.0001149759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004210787,"about_ca_topic_score_gemma":0.00001034138,"domain_scores_codex":[0.999207,0.00005513233,0.0003012451,0.0001574453,0.0001078564,0.0001713674],"domain_scores_gemma":[0.9991136,0.000002424502,0.0001964122,0.0004541834,0.0002005148,0.00003290386],"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":[0.00003747457,0.00003572494,0.00005890853,0.000007974751,0.00006212707,0.000002699254,0.00001341531,0.0001475197,0.9871669,0.00009380506,0.001737426,0.01063599],"study_design_scores_gemma":[0.0001362516,0.0001379992,0.0013872,0.00001537789,0.0000216376,0.0004811809,0.00006548774,0.000001808219,0.8606578,0.00003083042,0.1370082,0.00005615336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861553,0.002701857,0.001470912,0.007697235,0.001854568,0.00008681133,0.000006837371,0.00000619301,0.00002023551],"genre_scores_gemma":[0.9970878,0.0008524082,0.0007911157,0.00009316597,0.0007709205,0.00000130294,0.000001354514,0.00001058305,0.00039135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1352708,"threshold_uncertainty_score":0.2194726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003231233077960375,"score_gpt":0.2019976817221115,"score_spread":0.1987664486441511,"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."}}