{"id":"W4400900256","doi":"10.1016/j.carbpol.2024.122529","title":"Effect of incubation conditions of cellulase hydrolysis on mechanical pulp fibre morphology","year":2024,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; British Columbia Institute of Technology; FPInnovations; BC Hydro; Alberta Newsprint Company; University of Victoria","keywords":"Cellulase; Pulp (tooth); Hydrolysis; Chemistry; Incubation; Enzymatic hydrolysis; Cellulose; Pulp and paper industry; Composite material; Materials science; Biochemistry","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":[0.0004681225,0.0001848209,0.0004064016,0.0002851687,0.00007550507,0.0000158461,0.0001914375,0.00009268795,0.0005408272],"category_scores_gemma":[0.0002142291,0.0001499075,0.0001550702,0.0004995149,0.0003790749,0.0001234584,0.0001078085,0.0001463473,0.0001093979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007409811,"about_ca_system_score_gemma":0.00005782058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006014517,"about_ca_topic_score_gemma":0.000002824881,"domain_scores_codex":[0.9982588,0.0003278793,0.0003581058,0.0003693758,0.000356166,0.0003296746],"domain_scores_gemma":[0.9985548,0.0008645576,0.0001073301,0.0003235472,0.00005215266,0.00009765926],"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":[0.00009659325,0.00003097364,0.000007861597,0.0002339759,0.00005398902,0.00004876163,0.0001061878,0.000669909,0.9956579,0.002121861,0.00005959899,0.0009124058],"study_design_scores_gemma":[0.0002461128,0.000817992,0.00001055608,0.00008682944,0.00008671464,0.000003423262,0.0000446947,0.002700641,0.9951757,0.0006850603,0.00002833769,0.0001139558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966782,0.001002299,0.000303241,0.0001631709,0.0004148219,0.000252679,0.0001915126,0.00007942022,0.0009146217],"genre_scores_gemma":[0.9995144,0.00006450244,0.00003936176,0.00001458183,0.00005226762,0.00006348623,0.00004241989,0.00002450317,0.0001844912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002836152,"threshold_uncertainty_score":0.611305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154846782731332,"score_gpt":0.2941128908129353,"score_spread":0.282564422985622,"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."}}