{"id":"W2524774462","doi":"10.21769/bioprotoc.1579","title":"In vitro Real-time Measurement of the Intra-bacterial Redox Potential","year":2015,"lang":"en","type":"article","venue":"BIO-PROTOCOL","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; Michael Smith Health Research BC; University of British Columbia","funders":"Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Redox; Chemistry; Biophysics; Bacterial cell structure; Reactive oxygen species; Oxidative stress; Biochemistry; Bacteria; Bacterial transcription; Salmonella; Cysteine; Oxidative phosphorylation; Salmonella enterica; Cell biology; Biology; Escherichia coli; Enzyme","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":[0.00245833,0.001522793,0.0007632491,0.0005298826,0.0007166379,0.001502062,0.001782158,0.001238728,0.01148822],"category_scores_gemma":[0.001781503,0.0007093543,0.0006319625,0.0007155862,0.0008933026,0.0009688922,0.001078581,0.002740889,0.008254631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000755442,"about_ca_system_score_gemma":0.001379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001411948,"about_ca_topic_score_gemma":0.004820607,"domain_scores_codex":[0.9969422,0.001171772,0.0003403518,0.0006495251,0.0006792939,0.0002167587],"domain_scores_gemma":[0.9985365,0.0004495709,0.0001572631,0.0004324474,0.0003237714,0.0001005409],"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":[0.00008884327,0.00005888995,0.0001419126,0.0003221167,0.00001321365,0.00002672489,0.00005763482,0.00007389745,0.9942521,0.0005260798,0.00112198,0.003316606],"study_design_scores_gemma":[0.00001740022,0.0001324268,0.000722078,0.00003891925,0.00003012568,0.0001070545,0.0000319981,0.000705527,0.9825031,0.0002699507,0.0154214,0.00002007166],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1201341,0.005406887,0.8302553,0.001700306,0.003324516,0.002343598,0.01068675,0.005779864,0.02036875],"genre_scores_gemma":[0.2154612,0.004900309,0.6748145,0.001420074,0.000338441,0.007696718,0.01661293,0.001170086,0.07758569],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01148822,"threshold_uncertainty_score":0.03843194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04585921780937865,"score_gpt":0.2726876119240193,"score_spread":0.2268283941146406,"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."}}