{"id":"W2406274879","doi":"10.1021/acs.energyfuels.5b00849","title":"Enzyme-Catalyzed Synthesis and Kinetics of Ultrasonic-Assisted Methanolysis of Waste Choice White Grease for Fatty Acid Methyl Ester Production","year":2015,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Transesterification; Catalysis; Methanol; Chemistry; Lipase; Yield (engineering); Fatty acid methyl ester; Organic chemistry; Triacylglycerol lipase; Candida antarctica; Nuclear chemistry; Chromatography; Biodiesel; Materials science; Enzyme","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":[0.0003080663,0.0004502021,0.0004800974,0.0001876014,0.00007807484,0.0002904636,0.000307463,0.0003878427,0.0003363221],"category_scores_gemma":[0.0003969129,0.0001822847,0.0003885566,0.0003601736,0.0001287671,0.0003657301,0.0002087792,0.0003860325,0.0003003118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002932523,"about_ca_system_score_gemma":0.0002330352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009746839,"about_ca_topic_score_gemma":0.00134714,"domain_scores_codex":[0.9997872,0.00003569047,0.00002449733,0.00004269945,0.00007842248,0.00003145609],"domain_scores_gemma":[0.999886,0.00002466131,0.00002671003,0.00001213235,0.00003992761,0.00001048837],"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":[0.00005440216,0.00001050761,0.0001559654,0.000048631,0.000006645419,0.0000233252,0.000009831956,0.0001783431,0.9973755,0.00003460077,0.000008831078,0.002093302],"study_design_scores_gemma":[0.00000209707,0.00004132957,0.00038061,0.000002006029,0.000007389364,0.0000263568,0.000007467945,0.001281858,0.9979032,0.000009844648,0.0003342995,0.000003537208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644528,0.003694721,0.03047692,0.00009112576,0.00003869592,0.00005332129,0.0002687774,0.0001230154,0.0008005538],"genre_scores_gemma":[0.9790811,0.001624809,0.01663508,0.00002544346,0.000005636677,0.00004502215,0.0005073295,0.00003611585,0.002039548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009746839,"threshold_uncertainty_score":0.002127707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039303116093878,"score_gpt":0.2515226505590479,"score_spread":0.2311296193981091,"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."}}