{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009353617,0.0001349032,0.0002449954,0.000009885481,0.00004560893,0.00001662715,0.0003764263,0.0001401413,0.0003611826],"category_scores_gemma":[0.0001476169,0.00004257165,0.0001069484,0.0002109586,0.0000979004,0.00006051027,0.0001194466,0.00008804356,0.00004920357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000671603,"about_ca_system_score_gemma":0.0000417999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008261141,"about_ca_topic_score_gemma":0.000110143,"domain_scores_codex":[0.9983905,0.0003901791,0.0003974218,0.000245919,0.000303653,0.0002723557],"domain_scores_gemma":[0.9994614,0.00003747532,0.000185299,0.0001139445,0.0001097721,0.00009207201],"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":[0.0006905379,0.00009855291,0.001640413,0.000005659063,0.000005448935,0.000002209582,0.00002136333,0.000001048934,0.9892388,0.00001875131,0.004434755,0.003842445],"study_design_scores_gemma":[0.00256174,0.0007806595,0.2369666,0.00005302633,0.00001564644,0.00001855303,0.0001027576,0.00005063122,0.5933752,0.001983944,0.1636964,0.0003947598],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7755548,0.000001241264,7.342668e-7,0.001657925,0.0003018862,0.2203707,0.00002284972,0.00003484174,0.002055092],"genre_scores_gemma":[0.6066216,4.3078e-7,0.00008899326,0.0002153124,0.0009083166,0.3919675,0.00001088414,0.000002012856,0.0001849074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3958636,"threshold_uncertainty_score":0.3954696,"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."}}