{"id":"W3134252149","doi":"10.1186/s13068-021-01906-0","title":"Coupling azo dye degradation and biodiesel production by manganese-dependent peroxidase producing oleaginous yeasts isolated from wood-feeding termite gut symbionts","year":2021,"lang":"en","type":"article","venue":"Biotechnology for Biofuels","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"National Key Research and Development Program of China; European Regional Development Fund; Priority Academic Program Development of Jiangsu Higher Education Institutions; National Natural Science Foundation of China; Taif University; European Commission","keywords":"Biodiesel; Chemistry; Yeast; Biodiesel production; Food science; Bioremediation; Wastewater; Pulp and paper industry; Environmentally friendly; Manganese peroxidase; Substrate (aquarium); Peroxidase; Organic chemistry; Environmental science; Biology; Contamination; Biochemistry; Enzyme; Environmental engineering; Catalysis; Ecology","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":[0.0002067571,0.0005612136,0.0002251221,0.000278346,0.0001443507,0.0004155898,0.0002514988,0.0001780444,0.0003086233],"category_scores_gemma":[0.0001907919,0.00009061505,0.0003103912,0.0002902256,0.0001483839,0.0002305942,0.0004824828,0.0003018398,0.0001310855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236501,"about_ca_system_score_gemma":0.0002461598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000625527,"about_ca_topic_score_gemma":0.0009911021,"domain_scores_codex":[0.9998362,0.00001975075,0.00002184675,0.00004409478,0.00004760732,0.00003049857],"domain_scores_gemma":[0.9999094,0.00001060104,0.00002523597,0.00001083904,0.00002399068,0.00001990518],"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":[0.00007372614,0.00006975679,0.0009803867,0.00004637574,0.00001085224,0.00005873057,0.00002726138,0.00005455721,0.9968016,0.00002307566,0.00001267319,0.001841063],"study_design_scores_gemma":[0.00001904583,0.0008520583,0.01155349,0.00001215803,0.00006748726,0.0004082711,0.0001872486,0.0006887959,0.9849147,0.00004076045,0.001247041,0.000009029256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975773,0.0003681724,0.001566522,0.00002810282,0.000009254026,0.00002183192,0.0001268718,0.00001415235,0.0002877781],"genre_scores_gemma":[0.9938268,0.0005779896,0.004021286,0.00001430654,0.000005248916,0.00003044584,0.0006466536,0.00001006381,0.0008672829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000625527,"threshold_uncertainty_score":0.00124383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350353503120998,"score_gpt":0.2122500826848612,"score_spread":0.1987465476536512,"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."}}