{"id":"W1988602371","doi":"10.1021/bp050367d","title":"Arabinose-Induction of lac-Derived Promoter Systems for Penicillin Acylase Production in Escherichia coli","year":2006,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Escherichia coli; Penicillin; Microbiology; Arabinose; Chemistry; Antibiotics; Biology; Fermentation; Biochemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002509826,0.0006565821,0.0004074933,0.0002656626,0.0001491954,0.0003505988,0.0003576422,0.0002814976,0.0004180605],"category_scores_gemma":[0.0002358557,0.0001850407,0.0002799882,0.0004833433,0.0001600604,0.0002297099,0.0003410067,0.0007520341,0.0006008567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003795289,"about_ca_system_score_gemma":0.0003129767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006090176,"about_ca_topic_score_gemma":0.0007987527,"domain_scores_codex":[0.9996613,0.00008885779,0.00003671121,0.00005061111,0.0001176501,0.00004490699],"domain_scores_gemma":[0.9998838,0.00002518663,0.00002043737,0.00002068142,0.00003223355,0.00001778389],"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":[0.00002772773,0.00002253821,0.00005476447,0.00004500831,0.000003107481,0.00002521239,0.0000117281,0.00007097351,0.9981019,0.0001261613,0.00002074379,0.001490196],"study_design_scores_gemma":[0.000003227789,0.00004771416,0.0002129566,0.000003555406,0.000005318756,0.00005265458,0.000007478228,0.0005388123,0.997982,0.00002545124,0.001118246,0.00000256777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312423,0.003886976,0.0577827,0.0002899131,0.0001153627,0.0002561882,0.00121596,0.0004585015,0.004752142],"genre_scores_gemma":[0.9366281,0.003055957,0.05174598,0.00007231207,0.00003187749,0.0001766837,0.002829865,0.0001086478,0.005350444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006565821,"threshold_uncertainty_score":0.002753735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089425417352079,"score_gpt":0.2439843371561755,"score_spread":0.2330900829826547,"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."}}