{"id":"W2022684467","doi":"10.1080/09593332708618757","title":"Development of an Integrated Enzymatic Treatment System for Phenolic Waste Streams","year":2006,"lang":"en","type":"article","venue":"Environmental Technology","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phenol; Chemistry; Aqueous solution; Chromatography; Filtration (mathematics); Peroxidase; Enzyme assay; Wastewater; Chemical oxygen demand; Enzyme; Organic chemistry; Waste management","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006154085,0.0001520371,0.0001910415,0.00003706161,0.0001026389,0.00000715494,0.0001673251,0.0002187348,0.00004295841],"category_scores_gemma":[0.000003739003,0.00006449222,0.00004026783,0.0001606789,0.000084415,0.00005923528,0.00003103764,0.00005755206,0.00002353887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002604483,"about_ca_system_score_gemma":0.000005927587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000711249,"about_ca_topic_score_gemma":0.0003744738,"domain_scores_codex":[0.9991037,0.00002056455,0.0003135814,0.0002480351,0.0001046158,0.000209458],"domain_scores_gemma":[0.9997079,0.00003152252,0.0001426844,0.00008167171,0.000005240375,0.00003098007],"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":[0.00001701858,0.0003123681,0.0008442024,0.000006792939,0.00001547088,0.000001610994,0.00004208947,0.00001119178,0.7659184,0.0003626991,0.00001122973,0.2324569],"study_design_scores_gemma":[0.0004706114,0.0007839107,0.004179993,0.00002244203,0.00002263043,0.00001208774,0.005524676,0.000428831,0.9815372,0.0001734527,0.006657697,0.0001864576],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989693,0.00009244784,0.0000791265,0.00007676161,0.0000469097,0.0004170555,0.0001002556,0.0001507299,0.00006748103],"genre_scores_gemma":[0.992201,0.000005016319,0.006516846,0.000004571653,0.00004244448,0.0001551371,0.0009771785,0.00000210829,0.00009565642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2322704,"threshold_uncertainty_score":0.2629916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008439192294241494,"score_gpt":0.1842631233776298,"score_spread":0.1758239310833883,"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."}}