{"id":"W2092255520","doi":"10.2166/wst.2008.061","title":"Treatment of textile dyes in two-phase and single-phase anaerobic bio-treatment systems","year":2008,"lang":"en","type":"article","venue":"Water Science & Technology","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Anaerobic exercise; Alkalinity; Effluent; Waste management; Pulp and paper industry; Hydraulic retention time; Bioreactor; Anaerobic respiration; Environmental science; Anaerobic digestion; Phase (matter); Chemistry; Methane; Environmental engineering; Engineering; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001087157,0.0001631744,0.0002605297,0.0002451941,0.000185831,0.0000274345,0.0002460605,0.00009339386,0.00001910166],"category_scores_gemma":[0.00001889912,0.00005532936,0.00002880996,0.001184985,0.0009900227,0.0001972383,0.00005899589,0.00004037168,0.00001719286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001849079,"about_ca_system_score_gemma":0.00001959585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009439196,"about_ca_topic_score_gemma":0.0006311834,"domain_scores_codex":[0.9986712,0.00002939017,0.0002769548,0.0004432904,0.0001670679,0.0004120919],"domain_scores_gemma":[0.9996272,0.00003072735,0.00007843976,0.0001287562,0.00006110885,0.00007381671],"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":[0.00001774529,0.0009280205,0.008397766,0.000001591239,0.00000345468,0.00004540705,0.000354136,0.00001083023,0.9461108,0.0001891336,0.000003615645,0.04393751],"study_design_scores_gemma":[0.002092325,0.006106055,0.002152585,0.00001454977,0.0000108189,0.0001572467,0.0007399776,0.0006848183,0.9842208,0.0001472784,0.003486056,0.0001874955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982318,0.0004286633,0.000004953744,0.0006856537,0.0001069184,0.0003400404,0.00002456707,0.0001019136,0.00007550557],"genre_scores_gemma":[0.9994957,0.0001720887,0.0001233345,0.000007408462,0.00002553578,0.00004368149,0.00003563095,9.951498e-7,0.00009558111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04375001,"threshold_uncertainty_score":0.364778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02919181054948722,"score_gpt":0.2693570140552516,"score_spread":0.2401652035057644,"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."}}