{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002770825,0.00007627497,0.0001078929,0.00003638348,0.00008482076,0.00003164735,0.0001178703,0.00006836222,0.00006064751],"category_scores_gemma":[0.0001320765,0.00003052258,0.00002650528,0.0001735285,0.00006288542,0.0001760007,0.000009506512,0.00009638454,0.000001448606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007826212,"about_ca_system_score_gemma":0.00004100415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000619286,"about_ca_topic_score_gemma":0.0003963237,"domain_scores_codex":[0.999381,0.00001892491,0.0002490931,0.00006411468,0.0001320763,0.0001548058],"domain_scores_gemma":[0.9995065,0.00004834699,0.0001068845,0.0000335819,0.0001687158,0.0001360024],"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":[0.00000634431,0.000002671218,0.001179609,0.00001296146,0.000008125687,0.000001185883,0.0002151245,0.0008439147,0.9964583,0.00003776422,0.000005794891,0.001228203],"study_design_scores_gemma":[0.00009103912,0.0000793388,0.001899378,0.00006310822,0.0000267963,0.00004095492,0.0000296792,0.03261442,0.9649015,0.00005560109,0.0001186951,0.00007948664],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994261,0.00009757107,0.0001345768,0.000145002,0.000109616,0.00006755879,0.000003620105,0.000005044437,0.00001095022],"genre_scores_gemma":[0.9995902,0.000004452403,0.0001673479,0.00002125869,0.0001885103,6.761165e-7,0.00001887384,0.000001864129,0.000006787302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0317705,"threshold_uncertainty_score":0.1244675,"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."}}