{"id":"W2101884569","doi":"10.1007/s12649-015-9404-1","title":"Strategies for Using Pulp and Paper Sludges as Culture Media for Xylanase Production with Bacillus pumilus","year":2015,"lang":"en","type":"article","venue":"Waste and Biomass Valorization","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bacillus pumilus; Xylanase; Chemistry; Corn stover; Food science; Fermentation; Stover; Pulp (tooth); Kappa number; Bioreactor; Pulp and paper industry; Biotechnology; Biochemistry; Kraft process; Biology; Bacteria; Enzyme; Agronomy; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004152053,0.0007247757,0.0003605503,0.0004231363,0.0003734001,0.001171306,0.0004103667,0.000530656,0.0004351968],"category_scores_gemma":[0.0003552938,0.0004143627,0.0004388355,0.0003606834,0.000339691,0.0007856409,0.0007167653,0.0008649976,0.0003847154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003611713,"about_ca_system_score_gemma":0.0004823433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000506634,"about_ca_topic_score_gemma":0.001206436,"domain_scores_codex":[0.9997168,0.0000690814,0.00003738102,0.0000423892,0.00009079262,0.0000434155],"domain_scores_gemma":[0.9999073,0.00002268999,0.00001978873,0.00001375088,0.00002071106,0.00001582579],"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":[0.0000794314,0.00009182018,0.0002317644,0.0000930522,0.000008203089,0.0000522351,0.00003583406,0.0003712253,0.991288,0.0003071506,0.00004893444,0.007392338],"study_design_scores_gemma":[0.00001071751,0.0001357774,0.0002574204,0.000008186236,0.00001491048,0.00005454751,0.00005017548,0.001234709,0.9969684,0.0001662231,0.001091921,0.000007031248],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590372,0.003016625,0.03261974,0.0004894352,0.0001153862,0.0001719051,0.0001801066,0.0001993292,0.004170422],"genre_scores_gemma":[0.9522668,0.002448268,0.04176126,0.00008857438,0.00002091489,0.0001184421,0.0003025195,0.00003574537,0.002957383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001171306,"threshold_uncertainty_score":0.002620518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816231354140102,"score_gpt":0.2298921617900422,"score_spread":0.2017298482486412,"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."}}