{"id":"W2792490658","doi":"10.1002/cjce.23154","title":"Enzymatic decolourization of water using loofa sponge as cellular carrier: Immobilization and dye degradation performance","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Graduiertenakademie, Technische Universität Dresden","keywords":"Laccase; Degradation (telecommunications); Oxidizing agent; Chemistry; Mixing (physics); Immobilized enzyme; Chromatography; Mass transfer; Chemical engineering; Pulp and paper industry; Enzyme; Organic chemistry; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000261751,0.0004979026,0.0003098215,0.0001513305,0.0001111198,0.0002981187,0.0001593801,0.0003308554,0.0004451421],"category_scores_gemma":[0.000263978,0.00009055527,0.0002381447,0.0001527746,0.0001963082,0.0002455314,0.0002185938,0.0002403925,0.0001860125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002061296,"about_ca_system_score_gemma":0.0001904542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00161241,"about_ca_topic_score_gemma":0.001905553,"domain_scores_codex":[0.9998579,0.00002728458,0.00001159136,0.00003021528,0.00003750969,0.00003543081],"domain_scores_gemma":[0.9998614,0.00003161657,0.0000422429,0.00001218211,0.00002993436,0.00002276409],"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":[0.00001435659,0.000004421035,0.00007794412,0.00001586168,0.000001467628,0.000009656723,0.000004555,0.0000150131,0.9994386,0.000004731138,0.00000267743,0.0004108125],"study_design_scores_gemma":[0.000001418783,0.000134434,0.0009539243,0.000001825931,0.000006146394,0.00004189065,0.000008299629,0.00035623,0.9982623,0.000004469679,0.0002261799,0.000002810709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965633,0.0007573882,0.002342384,0.00002546127,0.000006144652,0.000008489896,0.00004232086,0.0000240048,0.0002305476],"genre_scores_gemma":[0.9973876,0.0002724718,0.001612317,0.00000991212,0.000002423858,0.000008619416,0.00007536067,0.000006985143,0.000624481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00161241,"threshold_uncertainty_score":0.003206074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008996968039875517,"score_gpt":0.1726316489738083,"score_spread":0.1636346809339328,"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."}}