{"id":"W2013853397","doi":"10.1159/000330669","title":"Decolorizing Activity of Malachite Green and Its Mechanisms Involved in Dye Biodegradation by <i>Achromobacter xylosoxidans</i> MG1","year":2011,"lang":"en","type":"article","venue":"Microbial Physiology","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; Department of Science and Technology, Ministry of Science and Technology, India; McMaster University","keywords":"Biodegradation; Malachite green; Achromobacter xylosoxidans; Extracellular; Microbiology; Chemistry; Bacteria; Biotransformation; Food science; Biochemistry; Biology; Enzyme; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001985381,0.0006785344,0.0004442154,0.0002826316,0.0001767788,0.0004000278,0.0002514679,0.0004052408,0.000326172],"category_scores_gemma":[0.0002048787,0.0002315528,0.0002983621,0.0002183006,0.0003905153,0.0003649938,0.0002913881,0.000327236,0.0002154133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004150104,"about_ca_system_score_gemma":0.0003032427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002278839,"about_ca_topic_score_gemma":0.001421582,"domain_scores_codex":[0.9998168,0.00002747118,0.00001740054,0.00003953293,0.00004620961,0.00005257962],"domain_scores_gemma":[0.9998614,0.00002304515,0.00004850762,0.00001703723,0.00002633965,0.00002370862],"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":[0.00004179621,0.00001327467,0.000593371,0.00002078538,0.000002212679,0.0000315506,0.00002143806,0.00003845086,0.9985064,0.00003372937,0.000004996336,0.0006920347],"study_design_scores_gemma":[0.00001417686,0.0001748403,0.01917578,0.000005720052,0.0000189568,0.0002669075,0.00008013671,0.001046815,0.9788014,0.00007071022,0.0003348376,0.000009876128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970385,0.001054998,0.001389935,0.00009383814,0.000004577466,0.00001000114,0.00009070192,0.00002624912,0.0002911966],"genre_scores_gemma":[0.9978188,0.0003448913,0.0009429047,0.00002079449,0.000004067124,0.00001265261,0.0001840243,0.000008165013,0.0006637811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002278839,"threshold_uncertainty_score":0.004531205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828260621120808,"score_gpt":0.1936036439670619,"score_spread":0.1753210377558538,"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."}}