{"id":"W3179884854","doi":"10.3390/biomimetics6030044","title":"Cellulases: From Bioactivity to a Variety of Industrial Applications","year":2021,"lang":"en","type":"review","venue":"Biomimetics","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":264,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Cellulase; Brewing; Laundry; Food industry; Pulp and paper industry; Biotechnology; Food science; Aroma; Business; Chemistry; Cellulose; Waste management; Engineering; Biology; Fermentation; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009254267,0.0002320956,0.000785739,0.0001367081,0.00002572519,0.0000223602,0.0001912982,0.0004882909,0.0001407148],"category_scores_gemma":[0.00002267665,0.000214844,0.000264702,0.0006395546,0.00003724964,0.00002109262,0.00008759282,0.0002403319,0.0001232099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008553151,"about_ca_system_score_gemma":0.0001040008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003544284,"about_ca_topic_score_gemma":7.203332e-7,"domain_scores_codex":[0.9990341,0.00005094351,0.000373355,0.0002837588,0.0001264565,0.0001313676],"domain_scores_gemma":[0.9992085,0.00007086949,0.00009160963,0.0004850276,0.00004342288,0.0001005571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001255083,0.00006098447,9.422922e-7,0.002637479,0.0001842958,8.205765e-7,0.00001263004,0.000002743557,0.0001960985,0.0000330763,0.004883933,0.9919857],"study_design_scores_gemma":[0.00008126163,0.00001273861,1.387096e-7,0.000791955,0.0003703142,0.000001413259,0.00001003625,0.00001577016,0.002518209,0.000005597388,0.9959802,0.0002123666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001069493,0.9924322,0.005028189,0.00001541612,0.0008777443,0.0006784861,0.0006895165,0.0001022334,0.0001655419],"genre_scores_gemma":[0.00006539884,0.996643,0.002109133,0.000007013065,0.0005734144,0.00005685123,0.0004496132,0.00003827839,0.00005729523],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9917734,"threshold_uncertainty_score":0.8761083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0760742888123006,"score_gpt":0.2855152433012766,"score_spread":0.209440954488976,"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."}}