{"id":"W2103209943","doi":"10.1007/s10532-006-9065-7","title":"Decolorization potential of mixed microbial consortiafor reactive and disperse textile dyestuffs","year":2006,"lang":"en","type":"article","venue":"Biodegradation","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Orange (colour); Textile; Brilliant green; Wastewater; Pulp and paper industry; Chemistry; Food science; Environmental engineering; Environmental science; Archaeology; Geography; Organic chemistry","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":[0.0001184631,0.0001055449,0.0001209585,0.00002511061,0.000107021,0.00003425744,0.00006566249,0.0001062381,0.00006806734],"category_scores_gemma":[0.00005218665,0.00005103532,0.00003869693,0.0002392011,0.00007485981,0.0002391658,0.00002221676,0.00004911267,0.00001031784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002736879,"about_ca_system_score_gemma":0.000009198468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107216,"about_ca_topic_score_gemma":0.001736518,"domain_scores_codex":[0.9991858,0.0000596522,0.0002504687,0.0002199462,0.0001496747,0.0001344707],"domain_scores_gemma":[0.9995461,0.00007332236,0.0001992007,0.00003947776,0.0001074188,0.00003454566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004364947,0.00009595537,0.01621801,0.000004845775,0.000006420905,6.282008e-7,0.00001739266,0.000007556503,0.9644655,0.0006773235,0.0007828249,0.01767989],"study_design_scores_gemma":[0.0003966579,0.0001646156,0.7828901,0.00001351384,0.00004211542,0.000007823136,0.0002144829,0.000655591,0.2132797,0.0003717949,0.001772013,0.000191608],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987167,0.00004875443,0.0002039963,0.0002985384,0.0001634858,0.0002366898,0.0001246636,0.00004632015,0.0001608789],"genre_scores_gemma":[0.9973956,0.00002153612,0.0003794659,0.00001755892,0.0001311979,0.00001000919,0.001916041,0.000001191468,0.0001273768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7666721,"threshold_uncertainty_score":0.208116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005105357345186097,"score_gpt":0.1724578524038498,"score_spread":0.1673524950586636,"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."}}