{"id":"W2178120917","doi":"10.1371/journal.pcbi.1004562","title":"A Kinetic Platform to Determine the Fate of Hydrogen Peroxide in Escherichia coli","year":2015,"lang":"en","type":"article","venue":"PLoS Computational Biology","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics; Keio University; Princeton University","keywords":"Escherichia coli; Hydrogen peroxide; Bacteria; Detoxification (alternative medicine); Chemistry; Biomolecule; Biophysics; Biochemistry; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001354918,0.0001183633,0.0001707465,0.00006840522,0.00002119416,0.000005522924,0.0002637996,0.000181653,0.00000776035],"category_scores_gemma":[0.000119438,0.00008873831,0.00003908025,0.0001557588,0.0001317398,0.000001403446,0.0001983494,0.00007576638,0.00001391152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001374628,"about_ca_system_score_gemma":0.00009489313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003732009,"about_ca_topic_score_gemma":0.0000735355,"domain_scores_codex":[0.9991732,0.00005187392,0.0002650545,0.0002425881,0.00007004511,0.0001972668],"domain_scores_gemma":[0.9995326,0.00002962413,0.000079183,0.0001821775,0.0001112074,0.00006525454],"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":[0.0001249035,0.00007005093,0.001765893,0.00000457636,0.00003345589,0.000001273155,0.0000593453,0.002646862,0.9935788,0.0005430061,0.00009701734,0.001074831],"study_design_scores_gemma":[0.001401921,0.001992679,0.01311376,0.00001587022,0.00002158068,0.00002434321,0.00008567687,0.003941821,0.9594323,0.005928941,0.01372216,0.0003189346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980627,0.0001683178,0.0004998818,0.0007478099,0.00008332768,0.0002308336,0.00002959544,0.00000778991,0.0001697117],"genre_scores_gemma":[0.9955699,0.00001328208,0.003627406,0.0005104641,0.00008726617,0.00002898566,0.0001233504,0.0000110249,0.00002831254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03414648,"threshold_uncertainty_score":0.3618643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02894279257191005,"score_gpt":0.2517613999493938,"score_spread":0.2228186073774838,"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."}}