{"id":"W2084729443","doi":"10.1007/s11743-000-0136-x","title":"Optimization of lipase‐catalyzed sorbitol monoester synthesis in organic medium","year":2000,"lang":"en","type":"article","venue":"Journal of Surfactants and Detergents","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Biotechnology Research Institute","funders":"","keywords":"Sorbitol; Chemistry; Lipase; Polyol; Catalysis; Oleic acid; Chromatography; Organic chemistry; Enzyme; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004653448,0.001041734,0.0008755086,0.0004055583,0.0001187128,0.0008134177,0.0004030185,0.0004556767,0.0006181549],"category_scores_gemma":[0.0004784462,0.0002656362,0.0005837048,0.0006487176,0.0001886665,0.000398694,0.0003724315,0.0005704383,0.0004802306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500513,"about_ca_system_score_gemma":0.000359801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006340064,"about_ca_topic_score_gemma":0.0008839482,"domain_scores_codex":[0.9997007,0.00006757864,0.00003386499,0.00006109857,0.00009142492,0.000045488],"domain_scores_gemma":[0.9998314,0.00006856179,0.00004287845,0.00001063086,0.00002106091,0.00002533226],"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":[0.0001937118,0.00009465361,0.0001375406,0.0001867611,0.00001602206,0.00005626566,0.00001802287,0.004551451,0.9914622,0.00009359396,0.0000160362,0.00317366],"study_design_scores_gemma":[0.00002368116,0.0003805137,0.0005240967,0.00001532873,0.00003018319,0.00003623803,0.00002737272,0.008032958,0.9899087,0.00005389867,0.0009537132,0.00001324661],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762203,0.002643496,0.01904759,0.00006749231,0.00003445589,0.00009593672,0.0002887186,0.0001350895,0.001466922],"genre_scores_gemma":[0.9793112,0.002876848,0.0158644,0.00002356136,0.000006418764,0.00009948116,0.0003780192,0.00005110923,0.001389005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001041734,"threshold_uncertainty_score":0.002539873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007743922073546717,"score_gpt":0.2250264255409856,"score_spread":0.2172825034674389,"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."}}