{"id":"W3163959687","doi":"","title":"Microbiologically Influenced Corrosion (MIC) by Halophilic (Salt-Loving) Nitrate and Sulfate-Reducing Microorganisms","year":2021,"lang":"en","type":"article","venue":"CORROSION","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nitrate; Nitrite; Halomonas; Corrosion; Halophile; Sulfate-reducing bacteria; Sulfate; Electron acceptor; Environmental chemistry; Chemistry; Salinity; Metallurgy; Materials science; Bacteria; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003254873,0.0003434151,0.000242604,0.0002530963,0.0002819198,0.0004278137,0.0001848075,0.0002246504,0.0007168405],"category_scores_gemma":[0.0003343697,0.0001625263,0.0002309533,0.0002643384,0.0002300691,0.0001163375,0.000194564,0.0002159138,0.000160997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000481537,"about_ca_system_score_gemma":0.0005307055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04336749,"about_ca_topic_score_gemma":0.06982913,"domain_scores_codex":[0.9995013,0.00006067405,0.00004952383,0.00007808614,0.0001984927,0.000111753],"domain_scores_gemma":[0.999778,0.00002635653,0.00003251032,0.00001137978,0.000112579,0.00003909664],"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":[0.0001785137,0.00003549927,0.00915441,0.00005541902,0.00001341712,0.00003384775,0.00007232982,0.00006414664,0.9885515,0.00002476009,0.00003898929,0.001777097],"study_design_scores_gemma":[0.000005721751,0.0009551183,0.2737157,0.00001260932,0.00006472353,0.0002266468,0.0002736413,0.000660612,0.7225227,0.00002494929,0.001522701,0.00001501483],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981434,0.0003048815,0.0002904055,0.0000182203,0.00000583075,0.0000165796,0.0003424371,0.00000766458,0.000870535],"genre_scores_gemma":[0.9969305,0.0003100618,0.0009629877,0.00001708508,0.000005014528,0.00001318591,0.000670536,0.00000435227,0.001086301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04336749,"threshold_uncertainty_score":0.08623016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01066048213793624,"score_gpt":0.2303585187967891,"score_spread":0.2196980366588528,"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."}}