{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001060435,0.0003266235,0.0002671125,0.0002186557,0.0001477042,0.0004174851,0.0001319215,0.0002080816,0.0005114385],"category_scores_gemma":[0.0001515941,0.0001770008,0.0002267111,0.00026128,0.0001885512,0.0001352726,0.0001704474,0.0002445506,0.0002326318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004619824,"about_ca_system_score_gemma":0.0002132307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00349827,"about_ca_topic_score_gemma":0.003633517,"domain_scores_codex":[0.9998449,0.00001923937,0.000008574621,0.00004896621,0.00004355544,0.00003483123],"domain_scores_gemma":[0.9999247,0.00002347923,0.00001440173,0.000006087374,0.00001616959,0.00001508854],"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":[0.00002262087,0.000004067279,0.0001104147,0.00000713891,0.000001027665,0.000007113215,0.00001252145,0.00001528367,0.9995686,0.000007623539,0.000006978814,0.000236554],"study_design_scores_gemma":[0.000007853222,0.0001733628,0.0192307,0.000004887061,0.0000164329,0.0001109086,0.00009649781,0.0009863556,0.9779747,0.00002877651,0.001360894,0.000008732774],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972735,0.0003125401,0.001118414,0.00007019726,0.000008437407,0.000009197459,0.0005628984,0.0000336302,0.0006111871],"genre_scores_gemma":[0.9867594,0.0004387188,0.005337365,0.00009414231,0.000009431678,0.00003622977,0.002795354,0.00004533258,0.004484142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00349827,"threshold_uncertainty_score":0.006955802,"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."}}