{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000212216,0.0001370154,0.0001991474,0.0001285404,0.00004283156,0.00001110113,0.0001372589,0.0004867508,0.000001148043],"category_scores_gemma":[0.00007858117,0.0001303001,0.0000604694,0.0002443933,0.0001925826,0.000008521977,0.00004653483,0.00008039636,0.000001330755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002469732,"about_ca_system_score_gemma":0.00003782696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003870664,"about_ca_topic_score_gemma":0.00005161473,"domain_scores_codex":[0.9989319,0.00004194283,0.0003376412,0.0004129366,0.000073769,0.0002018123],"domain_scores_gemma":[0.9992846,0.000003345331,0.0002119324,0.0003462876,0.0001389706,0.0000149193],"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":[0.00009629269,0.0002286055,0.00171874,0.00009304977,0.00002112586,5.231166e-7,0.000009247654,0.0001972916,0.9958506,0.0003135669,0.000335584,0.001135328],"study_design_scores_gemma":[0.0005402174,0.0003324651,0.001723382,0.00003125455,0.00002047825,0.000006758911,0.00006422987,0.0003356709,0.9917071,0.00004887174,0.005048197,0.0001413737],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948188,0.002203334,0.001081361,0.0005415529,0.0002693835,0.001020455,0.00001203453,0.00003867354,0.00001437809],"genre_scores_gemma":[0.9979998,0.0001270299,0.0008354877,0.000006295501,0.0001572376,0.0003177557,0.0003105159,0.0000211253,0.0002247285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004712612,"threshold_uncertainty_score":0.5313483,"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."}}