{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001167974,0.0005782177,0.0003125654,0.0001111275,0.00009622722,0.0003163458,0.0002720327,0.0002984907,0.0004483705],"category_scores_gemma":[0.0001216927,0.0001410981,0.0003353178,0.0001933112,0.0001329059,0.0003076023,0.0003268671,0.0003730692,0.0002744413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000172012,"about_ca_system_score_gemma":0.0001712778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006976058,"about_ca_topic_score_gemma":0.001844381,"domain_scores_codex":[0.9998753,0.00001146086,0.00001115061,0.00003204069,0.00004912814,0.00002083925],"domain_scores_gemma":[0.9999449,0.000008637948,0.00002007146,0.000004645456,0.00001443441,0.000007360985],"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":[0.00001449653,0.000005232615,0.00006748352,0.00003310024,0.000002916538,0.00002338529,0.000004060443,0.00003268208,0.9990109,0.00001010848,0.00000498817,0.0007906056],"study_design_scores_gemma":[0.000001194948,0.00005539555,0.0004787252,0.000002475353,0.000006830837,0.00004185808,0.00001251393,0.0001408042,0.9987875,0.000003918783,0.0004665772,0.000002275247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878721,0.001520168,0.008615429,0.00007174375,0.0000240259,0.00004542553,0.0001921844,0.00009688007,0.001561997],"genre_scores_gemma":[0.9807385,0.001863747,0.013943,0.00006399905,0.000006996074,0.00003632177,0.000463065,0.00004048494,0.002843949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006976058,"threshold_uncertainty_score":0.001499951,"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."}}