{"id":"W2613830765","doi":"10.1021/acssuschemeng.7b00976","title":"Direct Conversion of the Oleaginous Yeast<i>Rhodosporidium diobovatum</i>to Biodiesel Using the Ionic Liquid [C<sub>2</sub>mim][EtSO<sub>4</sub>]","year":2017,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Western University","funders":"National Renewable Energy Laboratory; Natural Sciences and Engineering Research Council of Canada; University of California, Davis; Canada Foundation for Innovation; BioFuelNet Canada; Alexander von Humboldt-Stiftung","keywords":"Ionic liquid; Transesterification; Methanol; Yield (engineering); Biodiesel; Yeast; Catalysis; Chemistry; Potassium hydroxide; Fatty acid methyl ester; Biomass (ecology); Nuclear chemistry; Organic chemistry; Materials science; Biochemistry; Biology; Agronomy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003569314,0.000412704,0.0003496783,0.00006712846,0.0007807054,0.0001583698,0.0009722799,0.0001951521,0.000007311227],"category_scores_gemma":[0.0002982693,0.0003486538,0.0001770669,0.0004447231,0.0001820495,0.0002626522,0.0004516565,0.0005250846,0.00001514155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003729725,"about_ca_system_score_gemma":0.0001085068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003573867,"about_ca_topic_score_gemma":6.36062e-7,"domain_scores_codex":[0.9980668,0.00001434563,0.0004019359,0.0004384182,0.0003140694,0.00076446],"domain_scores_gemma":[0.9977288,0.00004117543,0.0001667945,0.001615188,0.0002817955,0.0001662112],"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":[0.00001125206,0.00002259811,0.00002721869,0.0006471944,0.00007095016,0.000005404296,0.0002238184,0.0841116,0.9138476,0.00007944977,0.0008147781,0.000138156],"study_design_scores_gemma":[0.0002271778,0.00001168441,0.0002164547,0.00009866966,0.00006557942,0.00002548972,0.0004537457,0.004911727,0.981492,0.00001543641,0.01209394,0.0003880762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949482,0.0006657861,0.001521048,0.0006874332,0.0004987026,0.0004836888,0.00002656779,0.0003538208,0.000814753],"genre_scores_gemma":[0.9988886,0.0002660699,0.00009416477,0.00003558406,0.0003638961,0.00008471921,0.00001097331,0.00008783981,0.0001682095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07919987,"threshold_uncertainty_score":0.9998965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007809617340955962,"score_gpt":0.1976468200899129,"score_spread":0.189837202748957,"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."}}