{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006456188,0.001343017,0.001542441,0.003487462,0.0002733626,0.001763071,0.0008968641,0.001078475,0.003716345],"category_scores_gemma":[0.0006205344,0.0004329985,0.0008189486,0.0040591,0.0005287129,0.001957465,0.001031792,0.00190622,0.002085487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004849,"about_ca_system_score_gemma":0.00105353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087542,"about_ca_topic_score_gemma":0.001541166,"domain_scores_codex":[0.9997053,0.00002852672,0.00003899683,0.00005255791,0.0001335479,0.00004103157],"domain_scores_gemma":[0.9997851,0.00006831915,0.00003376259,0.00001115672,0.00007262479,0.00002910117],"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":[0.0001076151,0.00009374671,0.0002327687,0.02607618,0.0001517149,0.0002498589,0.0001007471,0.0007965941,0.009775198,0.006663798,0.01800363,0.9377481],"study_design_scores_gemma":[0.00001287771,0.00008771827,0.0004899011,0.003486336,0.00008276196,0.0005404963,0.00005223152,0.0001035522,0.002251874,0.002169212,0.9907059,0.0000172084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002980155,0.9976513,0.0002309556,0.0001669271,0.0001206877,0.000005968662,0.00003431752,0.00001078703,0.001481119],"genre_scores_gemma":[0.001226271,0.9974222,0.0001911429,0.000118017,0.00006785331,0.00000698097,0.00005572829,0.000002086671,0.0009097503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003716345,"threshold_uncertainty_score":0.01243246,"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."}}