{"id":"W2753894799","doi":"10.1021/acs.jafc.7b03094","title":"Solvent-Free Biodiesel Production Catalyzed by Crude Lipase Powder from Seeds: Effects of Alcohol Polarity, Glycerol, and Thermodynamic Water Activity","year":2017,"lang":"en","type":"article","venue":"Journal of Agricultural and Food Chemistry","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre de Coopération Internationale en Recherche Agronomique pour le Développement; Agence Universitaire de la Francophonie; European Commission","keywords":"Lipase; Glycerol; Chemistry; Alcohol; Biodiesel; Ethanol; Biodiesel production; Organic chemistry; Catalysis; Solvent; Triacylglycerol lipase; Fatty acid; Monoglyceride; Yield (engineering); Methanol; Oleic acid; Nuclear chemistry; Chromatography; Biochemistry; Enzyme; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001620121,0.0003200556,0.0002574206,0.0001474634,0.00008002915,0.0002875274,0.000163008,0.0001525199,0.0003628223],"category_scores_gemma":[0.0001859577,0.0001225071,0.0002212583,0.000157849,0.0001328389,0.0003318549,0.0001944529,0.0002771002,0.0001199674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148574,"about_ca_system_score_gemma":0.0001349548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004778015,"about_ca_topic_score_gemma":0.001359738,"domain_scores_codex":[0.9999009,0.00001842318,0.00001260985,0.00001946012,0.0000359364,0.00001267316],"domain_scores_gemma":[0.9999367,0.00001828604,0.00001654636,0.000005856073,0.00001326276,0.000009391611],"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":[0.00004469027,0.000007752862,0.0001304949,0.00002542905,0.000002656079,0.00001440075,0.000004331233,0.0000305184,0.9991583,0.000009676356,0.000002040507,0.0005698197],"study_design_scores_gemma":[0.000003996744,0.0001027742,0.001157207,0.000001972857,0.00001018428,0.0000379663,0.000008215298,0.0002919174,0.9982034,0.0000076132,0.0001718611,0.000002739273],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978564,0.0004909005,0.001210495,0.00002341068,0.000005346794,0.000009026868,0.0000455498,0.00001288805,0.0003459753],"genre_scores_gemma":[0.9956774,0.0005322718,0.00299601,0.00001414871,0.000002550696,0.00001126555,0.0001613679,0.00001032742,0.0005946739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004778015,"threshold_uncertainty_score":0.001213729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005918853066503529,"score_gpt":0.2081352025436745,"score_spread":0.202216349477171,"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."}}