{"id":"W2086458980","doi":"10.1016/j.biotechadv.2014.08.003","title":"Oleaginous yeasts for biodiesel: Current and future trends in biology and production","year":2014,"lang":"en","type":"review","venue":"Biotechnology Advances","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":467,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute of Food and Agriculture; National Science Foundation; Consejo Nacional de Ciencia y Tecnología; BioFuelNet Canada; Office of Dietary Supplements; Fogarty International Center; U.S. Department of Energy","keywords":"Biodiesel; Biofuel; Biomass (ecology); Biodiesel production; Yeast; Biotechnology; Edible oil; Biology; Environmentally friendly; Biochemical engineering; Bioenergy; Environmental science; Food science; Ecology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005309355,0.001113519,0.001307161,0.002275772,0.0002043093,0.001061843,0.0006582559,0.0007412275,0.002537986],"category_scores_gemma":[0.0005061217,0.0002753573,0.0004481182,0.003494633,0.0004113265,0.001682315,0.0008086574,0.001191309,0.001340915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004241966,"about_ca_system_score_gemma":0.001150797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008066111,"about_ca_topic_score_gemma":0.002134608,"domain_scores_codex":[0.999819,0.00001771542,0.00002510304,0.00003681356,0.00008138965,0.00001993639],"domain_scores_gemma":[0.9997508,0.00008485743,0.00005957209,0.000007602992,0.00006744784,0.00002969366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009427956,0.00006602514,0.0002162423,0.01378908,0.00007374901,0.0001488747,0.0000383025,0.0003751527,0.006282805,0.00179343,0.008130803,0.9689912],"study_design_scores_gemma":[0.00002027324,0.0001266321,0.0009105687,0.002149638,0.0001883282,0.0006546276,0.00008922072,0.000174528,0.002888219,0.00171826,0.9910527,0.00002704446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00039161,0.9980468,0.0003191277,0.0001943391,0.0001402705,0.000004086339,0.00002952334,0.00001123487,0.0008630284],"genre_scores_gemma":[0.001321576,0.9974874,0.0003289876,0.0001055894,0.00007699381,0.000003845867,0.00003527199,0.000001836597,0.0006385787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002537986,"threshold_uncertainty_score":0.008490443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772229610394635,"score_gpt":0.3119044560880412,"score_spread":0.2941821599840948,"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."}}