{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006816366,0.0001997848,0.0004047476,0.0001206985,0.00005919586,0.00002180242,0.0001870821,0.0001282799,0.000002636975],"category_scores_gemma":[0.001128061,0.0001438206,0.0001104954,0.0005313715,0.0003387954,0.00002626165,0.00008438698,0.0000515277,2.317675e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007763815,"about_ca_system_score_gemma":0.00004780812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002666405,"about_ca_topic_score_gemma":0.00006195012,"domain_scores_codex":[0.9984038,0.00009982556,0.0005563338,0.0005639528,0.0001622371,0.0002138575],"domain_scores_gemma":[0.9987675,0.0001336314,0.0003602745,0.000512847,0.0001915258,0.00003423175],"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":[0.0003604144,0.0001433587,0.01776607,0.0001927856,0.00008404769,2.393725e-7,0.0003898195,0.000003282783,0.9781464,0.00001460828,0.0001933969,0.002705604],"study_design_scores_gemma":[0.000610393,0.000207119,0.01158909,0.00008703492,0.00008088686,0.000001147097,0.001144476,0.00001977013,0.9855834,0.00002170077,0.0004927743,0.0001621683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974034,0.001165599,0.00007475036,0.0002089089,0.000138747,0.0004645889,0.0005315708,0.000009103324,0.000003352647],"genre_scores_gemma":[0.9957805,0.0008699918,0.002102031,0.00001991695,0.0000550296,0.00007035393,0.001064782,0.00002229405,0.00001510989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007437073,"threshold_uncertainty_score":0.5864835,"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."}}