{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008013942,0.0001496896,0.0002274071,0.0000093307,0.0001425231,0.00006395891,0.000196815,0.0001509639,0.000003498643],"category_scores_gemma":[0.0001019919,0.00008422526,0.00009501719,0.00001610354,0.0001103933,0.00004117242,0.0001758295,0.0001170973,1.534667e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001087803,"about_ca_system_score_gemma":0.00001104411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003256595,"about_ca_topic_score_gemma":0.0000112438,"domain_scores_codex":[0.999335,0.00001752994,0.000199652,0.0002006848,0.0001238914,0.0001232468],"domain_scores_gemma":[0.9991581,0.000006670261,0.0003422593,0.0002646346,0.000150675,0.00007769135],"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":[0.00008332135,0.0001021627,0.001157879,0.0001137507,0.0002116616,6.514789e-7,0.00006421781,8.106579e-7,0.9974817,1.807245e-7,0.0005573755,0.0002262605],"study_design_scores_gemma":[0.0008956422,0.0001673171,0.03898272,0.00005192154,0.0001191162,0.00004521216,0.00006506864,0.000001891991,0.9594426,0.00002613234,0.0000762017,0.0001261319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973205,0.002011559,0.00001100667,0.0004098387,0.00008839468,0.00007357577,0.00004847447,0.00000232927,0.00003430605],"genre_scores_gemma":[0.9988827,0.0005368195,0.0000253419,0.000009222607,0.0002541721,0.000002447373,0.0001408304,0.000006406187,0.0001420607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03803908,"threshold_uncertainty_score":0.3434606,"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."}}