{"id":"W2107810178","doi":"10.1128/aem.02469-07","title":"Gene Expression by the Sulfate-Reducing Bacterium <i>Desulfovibrio vulgaris</i> Hildenborough Grown on an Iron Electrode under Cathodic Protection Conditions","year":2008,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Chemicals (Canada); University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Desulfovibrio vulgaris; Hydrogenase; Desulfovibrio; Sulfate-reducing bacteria; Gene; Biology; Chemistry; Gene expression; Biochemistry; Bacteria; Molecular biology; Enzyme; Genetics","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":[0.000118585,0.0002076234,0.0001622203,0.00003157894,0.0007254619,0.00002795714,0.0001130844,0.0001537077,0.0003370727],"category_scores_gemma":[0.000001312339,0.0001558381,0.00003271264,0.00003867298,0.0003828319,0.0001227967,0.00007204933,0.0001899986,0.0001087316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001011788,"about_ca_system_score_gemma":0.00001068598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007611336,"about_ca_topic_score_gemma":0.000003700078,"domain_scores_codex":[0.9987792,0.0001151836,0.0002195519,0.0005061616,0.00006559643,0.000314296],"domain_scores_gemma":[0.9995524,0.00002353633,0.0001011295,0.0002514399,0.000002823584,0.00006865213],"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":[0.00007194591,0.0001779713,0.00004435628,0.000002533589,5.641413e-7,0.000001159093,0.0002207055,0.00008413817,0.9984397,0.00001862402,0.0007578949,0.0001804236],"study_design_scores_gemma":[0.0004668734,0.000265099,0.001353097,0.000006378691,0.00001451058,0.0002703925,0.0001380238,0.000006271039,0.9965302,0.00004051686,0.0007119256,0.0001966496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979535,0.00006231313,0.0009090336,0.0001254674,0.0001548943,0.0004322897,0.0002482526,0.00005541816,0.00005885407],"genre_scores_gemma":[0.9978871,0.0001028552,0.0001073121,0.0004125733,0.00007685924,0.000140214,0.001161196,0.00002239142,0.00008949134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001909422,"threshold_uncertainty_score":0.6354893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071665982604885,"score_gpt":0.1999660765311207,"score_spread":0.1892494167050718,"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."}}