{"id":"W2101266397","doi":"10.1128/aem.68.12.5956-5964.2002","title":"Construction and Evaluation of Plasmid Vectors Optimized for Constitutive and Regulated Gene Expression in <i>Burkholderia cepacia</i> Complex Isolates","year":2002,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Biology; Multiple cloning site; Plasmid; Burkholderia; Burkholderia cepacia complex; Promoter; Cloning vector; Microbiology; Gene; Expression vector; Cloning (programming); Escherichia coli; Gene expression; Genetics; Molecular biology; Molecular cloning; Recombinant DNA; Bacteria","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":[0.0001252901,0.0001023706,0.0002467189,0.00006200286,0.00004919155,0.000003854769,0.00001622125,0.00007501346,0.0001021764],"category_scores_gemma":[0.0000164448,0.0000898501,0.00001288588,0.0000289812,0.0008099686,0.00003080751,0.00004248164,0.00005724329,7.229967e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004115146,"about_ca_system_score_gemma":0.000005880488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004709359,"about_ca_topic_score_gemma":0.000001676801,"domain_scores_codex":[0.999368,0.0000351724,0.0001783749,0.0002395754,0.00004066174,0.0001382327],"domain_scores_gemma":[0.9997222,0.00009616747,0.00006433247,0.00006376619,0.000006662464,0.0000468813],"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":[0.000413387,0.00005078415,0.00306191,0.00003065544,0.00002065301,3.460496e-7,0.0001471339,0.00004317788,0.9936391,0.00003103207,0.00003163219,0.00253026],"study_design_scores_gemma":[0.01081275,0.0003647866,0.01681165,0.00005544262,0.0000820202,0.0002112733,0.0006876947,0.004500392,0.9655281,0.0003392678,0.000457675,0.000148902],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977537,0.00101799,0.0001581679,0.00004485083,0.00002045375,0.0007744572,0.0001095696,0.000005938405,0.0001148629],"genre_scores_gemma":[0.9860224,0.0005194076,0.01315796,0.00002643038,0.000008581847,0.00004319618,0.0002115259,0.00000654886,0.000003979077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02811089,"threshold_uncertainty_score":0.3663981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02111844361573711,"score_gpt":0.2509772108166361,"score_spread":0.229858767200899,"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."}}