{"id":"W2124401245","doi":"10.1007/s10482-010-9538-x","title":"Metabolic networks to combat oxidative stress in Pseudomonas fluorescens","year":2010,"lang":"en","type":"review","venue":"Antonie van Leeuwenhoek","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Oxidative stress; Oxidative phosphorylation; Pseudomonas fluorescens; Biology; Citric acid cycle; Biochemistry; Reactive oxygen species; NAD+ kinase; Metabolic pathway; Cell biology; Metabolism; Enzyme; Bacteria; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002686175,0.0007715597,0.001618567,0.000333125,0.00008485332,0.00007897567,0.0009938215,0.001914748,0.00005513503],"category_scores_gemma":[0.00009600417,0.0006684648,0.0004284784,0.0005498395,0.0001955067,0.000004130536,0.0006395028,0.0009881661,0.0001000841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002463977,"about_ca_system_score_gemma":0.0002445844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005906398,"about_ca_topic_score_gemma":0.0006518136,"domain_scores_codex":[0.9968981,0.0002052084,0.0007675446,0.001129226,0.0001634834,0.0008364473],"domain_scores_gemma":[0.9981584,0.0000332591,0.0003248435,0.001144635,0.00009820821,0.000240669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002751899,0.0001735664,0.00003122574,0.0004216328,0.0001862774,0.00003536998,0.0000239811,0.0000136207,0.02039225,0.0002135252,0.0007612989,0.9777197],"study_design_scores_gemma":[0.0002947459,0.0002677996,0.00003751263,0.0008128512,0.0001876844,0.00004060009,0.00001115605,0.00000565273,0.01150429,0.00002002279,0.9860526,0.0007651207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004023739,0.9929519,0.000175733,0.00007523369,0.0009561088,0.001116306,0.0002943425,0.00003608123,0.000370526],"genre_scores_gemma":[0.001558251,0.9945874,0.0009389839,0.000175772,0.0008382043,0.0001557416,0.001184294,0.0001340411,0.0004272757],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9852912,"threshold_uncertainty_score":0.9995766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490849147458733,"score_gpt":0.2848813527342604,"score_spread":0.269972861259673,"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."}}