{"id":"W1989072881","doi":"10.1007/s00253-004-1633-3","title":"Streptomyces lividans and Brevibacterium lactofermentum as heterologous hosts for the production of X22 xylanase from Aspergillus nidulans","year":2004,"lang":"en","type":"article","venue":"Applied Microbiology and Biotechnology","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"European Commission","keywords":"Aspergillus nidulans; Streptomyces; Streptomycetaceae; Xylanase; Heterologous; Heterologous expression; Microbiology; Biology; Actinomycetales; Streptomyces albus; Brevibacterium; Signal peptide; Biochemistry; Enzyme; Bacteria; Recombinant DNA; Gene; Genetics","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":[0.00009664222,0.0001562264,0.0001803706,0.00004934198,0.0001255497,0.000007859016,0.0001193225,0.0004499808,0.000007605908],"category_scores_gemma":[0.00004726532,0.0001168103,0.00003340159,0.00005778313,0.0005003802,0.00000399985,0.0001074013,0.0001145016,0.000002337464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000740312,"about_ca_system_score_gemma":0.0000233829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000242437,"about_ca_topic_score_gemma":0.0000777747,"domain_scores_codex":[0.9991305,0.00002148053,0.0001923903,0.0004570219,0.00001744352,0.0001811888],"domain_scores_gemma":[0.999522,0.00001872877,0.0001302719,0.0002704123,0.00003560204,0.00002295279],"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":[0.0002025713,0.00005023346,0.0003986371,0.00002157659,0.00009342799,3.448455e-7,0.00006363021,0.000003305463,0.9952152,0.0008347951,0.00008522438,0.003031104],"study_design_scores_gemma":[0.000539054,0.0003821442,0.001941058,0.000008656703,0.00004738153,0.00008820583,0.00014982,6.854256e-7,0.9856144,0.000449359,0.01065078,0.0001285083],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928239,0.001083309,0.0006680482,0.00460457,0.0002646409,0.0004253528,0.00008743645,0.00003013132,0.00001263934],"genre_scores_gemma":[0.9968487,0.001638006,0.000352705,0.0004200558,0.0001322882,0.00005468078,0.0004549385,0.00001284256,0.00008578479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01056555,"threshold_uncertainty_score":0.4763385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004269682987389992,"score_gpt":0.2010911951702802,"score_spread":0.1968215121828902,"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."}}