{"id":"W2515426222","doi":"10.1007/s12649-016-9686-y","title":"Production of Trichoderma Reesei RUT C-30 Lignocellulolytic Enzymes Using Paper Sludge as Fermentation Substrate: An Approach for On-Site Manufacturing of Enzymes for Biorefineries","year":2016,"lang":"en","type":"article","venue":"Waste and Biomass Valorization","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Trichoderma reesei; Corn stover; Xylanase; Chemistry; Cellulase; Fermentation; Beta-glucosidase; Pulp and paper industry; Lignin; Cellulose; Food science; Hydrolysis; Enzymatic hydrolysis; Biotechnology; Biochemistry; Enzyme; Biology; Organic chemistry","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":[0.0001851655,0.0006648739,0.0002600012,0.0002007619,0.0001079125,0.0003744526,0.000224346,0.0002694753,0.0004175486],"category_scores_gemma":[0.0001426357,0.0001498973,0.0005408605,0.0003172788,0.0001233119,0.0002733829,0.000226219,0.0003780448,0.0002501295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002318869,"about_ca_system_score_gemma":0.0002416218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020614,"about_ca_topic_score_gemma":0.001884218,"domain_scores_codex":[0.9998468,0.00002991181,0.00001468159,0.00002633671,0.00004797033,0.0000342974],"domain_scores_gemma":[0.9999334,0.0000118586,0.00001616227,0.000009623157,0.00001215042,0.00001673672],"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":[0.00003962732,0.00003230819,0.00008838565,0.00001423804,0.0000045391,0.00003206347,0.000007677157,0.00009425919,0.9986033,0.00001754689,0.000008910738,0.0010572],"study_design_scores_gemma":[0.00000475493,0.0001034923,0.000574889,0.000001484211,0.000007591896,0.00004912626,0.00001206342,0.0003447296,0.9986811,0.000008395084,0.0002097547,0.000002505608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941384,0.0002942634,0.004222766,0.00003265093,0.00001406595,0.00002058399,0.0001528853,0.0000502477,0.001074154],"genre_scores_gemma":[0.9912177,0.0003621697,0.005687715,0.00001601232,0.000003137113,0.0000112859,0.0005145668,0.00002337363,0.002163969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001020614,"threshold_uncertainty_score":0.002029359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603579194224863,"score_gpt":0.2367164112329772,"score_spread":0.2106806192907286,"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."}}