{"id":"W2789321194","doi":"10.1007/s12649-018-0277-y","title":"Multiple Applications of Enzymes Induced by Algal Biomasses from a New Bacillus Isolate to Saccharify Algae and Degrade Chemical Dyes","year":2018,"lang":"en","type":"article","venue":"Waste and Biomass Valorization","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions","keywords":"Xylanase; Laccase; Cellulase; Reducing sugar; Bacillus licheniformis; Food science; Chemistry; Hydrolysis; Enzyme; Algae; Cellulose; Carboxymethyl cellulose; Lignin; Botany; Sugar; Biology; Biochemistry; Bacteria; Organic chemistry; Bacillus subtilis; Sodium","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":[0.0002335858,0.000715467,0.0004541884,0.0003147985,0.00018746,0.0004144777,0.0002193711,0.0003328806,0.000777685],"category_scores_gemma":[0.0002811693,0.0002216187,0.0004674305,0.0004371021,0.0002857606,0.0003119912,0.0004299417,0.0006163374,0.000197327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002744963,"about_ca_system_score_gemma":0.0003365728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008441395,"about_ca_topic_score_gemma":0.001465974,"domain_scores_codex":[0.9997197,0.00003286028,0.00002889391,0.00006680884,0.00008268135,0.00006903805],"domain_scores_gemma":[0.9998685,0.00002793242,0.00002699301,0.00001885881,0.00002427021,0.00003342289],"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":[0.00006353586,0.0000300927,0.00008444899,0.0000202042,0.000004368749,0.00001508959,0.000007875585,0.00002983688,0.9986184,0.00001395772,0.000006686803,0.00110548],"study_design_scores_gemma":[0.000004344538,0.000156898,0.0006948626,0.000001730742,0.00001287343,0.00003186048,0.00001143589,0.000125083,0.9987609,0.000008749725,0.0001891334,0.000002154907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935945,0.0008235949,0.004134261,0.00006232073,0.0000384385,0.00003685008,0.0001347452,0.00007754498,0.001097785],"genre_scores_gemma":[0.9914478,0.0005996772,0.005465963,0.00002873491,0.000009157152,0.00003698803,0.0003323422,0.00003649357,0.002042879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008441395,"threshold_uncertainty_score":0.002601624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01534741260117475,"score_gpt":0.2168627941160304,"score_spread":0.2015153815148557,"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."}}