{"id":"W2750727004","doi":"10.1159/000478859","title":"Overexpression of a Laccase with Dye Decolorization Activity from <b><i>Bacillus</i></b> sp. Induced in <b><i>Escherichia coli</i></b>","year":2017,"lang":"en","type":"article","venue":"Microbial Physiology","topic":"Enzyme-mediated dye degradation","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Laccase; ABTS; Escherichia coli; Chemistry; Enzyme; Substrate (aquarium); Multicopper oxidase; Bacteria; Biochemistry; Nuclear chemistry; Molecular biology; Biology; Antioxidant; Gene","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001424374,0.002248138,0.003089148,0.0004350767,0.001989422,0.0005257483,0.003102061,0.002798,0.001364693],"category_scores_gemma":[0.001425488,0.001435147,0.0008406293,0.002026305,0.001506401,0.002198653,0.001687624,0.001521686,0.0005225897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008954873,"about_ca_system_score_gemma":0.0005379117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007270116,"about_ca_topic_score_gemma":0.02251871,"domain_scores_codex":[0.9874546,0.002032596,0.002438815,0.003708205,0.001448235,0.002917546],"domain_scores_gemma":[0.9913282,0.001415841,0.003373312,0.001862472,0.001059867,0.0009603406],"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":[0.002725572,0.001942004,0.0006118856,0.0001287673,0.0003036995,0.00008292842,0.0005998967,0.0003177267,0.9746557,0.0009365726,0.01228477,0.005410471],"study_design_scores_gemma":[0.008024629,0.003220274,0.4257251,0.0009371611,0.0004742923,0.00005456066,0.0000847242,0.001470026,0.4751536,0.001179115,0.07987516,0.003801414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888616,0.0007144492,0.00008080682,0.001292318,0.002108142,0.002914586,0.001927037,0.0005140374,0.001586973],"genre_scores_gemma":[0.9899568,0.0008029223,0.0007983837,0.0006765562,0.002247798,0.0003640126,0.004007621,0.0001070715,0.001038819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4995022,"threshold_uncertainty_score":0.9995482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01654221096424003,"score_gpt":0.2262949075685371,"score_spread":0.2097526966042971,"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."}}