{"id":"W2414548336","doi":"10.1128/aem.01346-16","title":"A Modular, Tn <i>7</i> -Based System for Making Bioluminescent or Fluorescent Salmonella and Escherichia coli Strains","year":2016,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute; University of Calgary; University of Saskatchewan","funders":"","keywords":"Bioluminescence; Salmonella; Escherichia coli; Microbiology; Enterobacteriaceae; Fluorescence; Biology; Bacteria; Chemistry; Biochemistry; Genetics; Gene; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007020861,0.001265097,0.000580097,0.0006811042,0.0002780084,0.0006190608,0.001442038,0.00110199,0.002856708],"category_scores_gemma":[0.0006573081,0.0004695587,0.0009338724,0.0004661377,0.0006938917,0.0005520246,0.0008280464,0.001980815,0.004690873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006073545,"about_ca_system_score_gemma":0.0004865605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005549314,"about_ca_topic_score_gemma":0.0006096538,"domain_scores_codex":[0.9993265,0.0001142745,0.00007786554,0.0001754218,0.000212803,0.0000932237],"domain_scores_gemma":[0.9993991,0.00007677308,0.0002123129,0.0001171141,0.00008052804,0.0001142508],"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":[0.00006112366,0.00003285048,0.0001357563,0.00009771316,0.000008598287,0.0000387053,0.00001549244,0.0001350535,0.9946855,0.0003030434,0.0002618563,0.004224217],"study_design_scores_gemma":[0.0000286368,0.000313756,0.001171958,0.00002887451,0.00003692239,0.000517383,0.00002437416,0.001107175,0.9802371,0.0001023572,0.0164074,0.00002413421],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.387587,0.004303977,0.5822654,0.001117704,0.001061491,0.001395349,0.005183165,0.007982553,0.009103268],"genre_scores_gemma":[0.4944365,0.003288318,0.4559098,0.0009202771,0.0002156123,0.001252164,0.02430849,0.001676482,0.01799242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002856708,"threshold_uncertainty_score":0.009556592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00846915665487532,"score_gpt":0.2187182613602985,"score_spread":0.2102491047054232,"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."}}