{"id":"W4381251980","doi":"10.1002/bbb.2517","title":"Production of sugars from mixed hardwoods for use in the synthesis of sugar fatty acid esters catalyzed by immobilized‐stabilized derivatives of <i>Candida antarctica</i> lipase B","year":2023,"lang":"en","type":"article","venue":"Biofuels Bioproducts and Biorefining","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Xylose; Candida antarctica; Chemistry; Lipase; Organic chemistry; Hydrolysis; Sugar; Biocatalysis; Catalysis; Fermentation; Enzyme; Ionic liquid","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":[0.0001908507,0.0007224975,0.0002844618,0.000198212,0.00008891832,0.0003948693,0.0002348936,0.000187514,0.0006907395],"category_scores_gemma":[0.0001376683,0.0001443658,0.0003489912,0.0002818999,0.000100093,0.0002510221,0.0003144026,0.0003913991,0.0004939799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001859814,"about_ca_system_score_gemma":0.0001693867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006844374,"about_ca_topic_score_gemma":0.0009318201,"domain_scores_codex":[0.9998783,0.00001484316,0.00001215274,0.00002147046,0.00004930712,0.00002386643],"domain_scores_gemma":[0.999931,0.000009229456,0.00001664912,0.000009186479,0.00001528785,0.00001868811],"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":[0.00001300277,0.000004625977,0.00002535282,0.00001510267,0.000002426078,0.00001312187,0.000002536601,0.00002934305,0.999468,0.00001209121,0.000005354617,0.0004091068],"study_design_scores_gemma":[0.000001459488,0.0000226802,0.0002433243,0.000002005064,0.000003378716,0.00001757613,0.000004501753,0.0001419482,0.9992471,0.00000398707,0.0003105847,0.000001510619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831797,0.001077464,0.01318945,0.00004154002,0.00003629801,0.00006257592,0.0005325803,0.000125447,0.001754947],"genre_scores_gemma":[0.9748192,0.001172795,0.01848423,0.00004346094,0.000008981571,0.00005867068,0.001091125,0.0001059103,0.00421557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007224975,"threshold_uncertainty_score":0.002310693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119982556303388,"score_gpt":0.2504649924377997,"score_spread":0.2292651668747659,"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."}}