{"id":"W2903337810","doi":"10.1016/j.biochi.2018.11.019","title":"Parametric study of immobilized cellulase-polymethacrylate particle for the hydrolysis of carboxymethyl cellulose","year":2018,"lang":"en","type":"article","venue":"Biochimie","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Universiti Malaysia Sabah","keywords":"Cellulase; Carboxymethyl cellulose; Glutaraldehyde; Chemistry; Cellulose; Hydrolysis; Chromatography; Nuclear chemistry; Substrate (aquarium); Biocatalysis; Immobilized enzyme; Organic chemistry; Enzyme; Catalysis; Sodium","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004520608,0.0001376895,0.0002398386,0.00006471907,0.00007327361,0.00001095871,0.0002617524,0.0000896806,0.00002258771],"category_scores_gemma":[0.0002730589,0.00009781939,0.000176127,0.0004817018,0.00018073,0.000003392756,0.0000883968,0.00003436925,0.000002650242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006183665,"about_ca_system_score_gemma":0.0000367692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009052549,"about_ca_topic_score_gemma":0.00003925083,"domain_scores_codex":[0.9988418,0.00009569566,0.0004046921,0.0003153652,0.0001584837,0.000184026],"domain_scores_gemma":[0.9987462,0.0001026701,0.0002466733,0.0006403903,0.0002206974,0.00004334668],"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":[0.0002154006,0.0005507603,0.001247713,0.00002016857,0.0002091276,1.42599e-7,0.0001767521,0.0001348894,0.9961545,0.00004205523,0.0002115797,0.001036853],"study_design_scores_gemma":[0.001115222,0.001791319,0.001012921,0.000004253318,0.000229963,6.371754e-7,0.0003677733,0.002705769,0.9919361,0.00001334123,0.0007095279,0.0001131772],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954544,0.001689202,0.002012437,0.00002223113,0.0001265932,0.0006081634,0.00002209081,0.000006431479,0.00005841321],"genre_scores_gemma":[0.9991137,0.00006168197,0.0002023999,0.00002224232,0.0001211162,0.00007516873,0.00004159916,0.00002143371,0.0003407022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004218461,"threshold_uncertainty_score":0.3988959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0180690962344216,"score_gpt":0.2702230068235915,"score_spread":0.2521539105891699,"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."}}