{"id":"W2066173648","doi":"10.1021/bp060135u","title":"High‐Level Gene Expression for Recombinant Penicillin Acylase Production Using the <i>araB</i> Promoter System in <i>Escherichia coli</i>","year":2006,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Department of Education of Guangdong Province","keywords":"Escherichia coli; Recombinant DNA; Gene; Lysis; Biology; Gene expression; Chaperone (clinical); Arabinose; Microbiology; Chemistry; Molecular biology; Fermentation; Biochemistry; Xylose","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":[],"consensus_categories":[],"category_scores_codex":[0.0002907159,0.0002687032,0.0002398194,0.00009287018,0.0003077474,0.00004118422,0.0003341167,0.000578093,0.00000221987],"category_scores_gemma":[0.00004774321,0.0001960848,0.0001220492,0.0002367564,0.0002470663,0.0000110552,0.0001930852,0.000185864,0.000002797264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006337222,"about_ca_system_score_gemma":0.00008054642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009974771,"about_ca_topic_score_gemma":0.00005443409,"domain_scores_codex":[0.9982358,0.0001068788,0.000401705,0.0006786461,0.0001304763,0.0004464928],"domain_scores_gemma":[0.9989524,0.000009390053,0.0002402279,0.0006460654,0.0001097511,0.00004214559],"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":[0.0002524477,0.0002700564,0.001189354,0.00008740567,0.00001910147,0.000006370852,0.000008935729,0.0003130113,0.9938246,0.0002621933,0.002884868,0.0008816336],"study_design_scores_gemma":[0.0009295534,0.0003275875,0.0003683334,0.0001129264,0.00002850711,0.00004408561,0.00005782695,0.000326178,0.9894112,0.0002088388,0.007910895,0.000274013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908178,0.001718694,0.004012498,0.0007246568,0.001069383,0.001488013,0.00005021243,0.0001069986,0.00001172197],"genre_scores_gemma":[0.9903758,0.00006274812,0.008073476,0.00008025135,0.0004270526,0.0006194076,0.0001181248,0.00004710741,0.0001960346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005026028,"threshold_uncertainty_score":0.7996107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01557908575011899,"score_gpt":0.2527986822079183,"score_spread":0.2372195964577993,"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."}}