{"id":"W2759112013","doi":"10.1016/j.electacta.2017.09.089","title":"Mechanism of microbiologically influenced corrosion of X52 pipeline steel in a wet soil containing sulfate-reduced bacteria","year":2017,"lang":"en","type":"article","venue":"Electrochimica Acta","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":126,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Corrosion; Sulfate-reducing bacteria; Metallurgy; Materials science; Sulfate; Soil water; Electrochemistry; Environmental chemistry; Chemistry; Environmental science; Soil science; Electrode","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001855696,0.0003089978,0.000188328,0.0001405242,0.0001334999,0.0002243432,0.0003853907,0.0003898189,0.00110346],"category_scores_gemma":[0.0001724775,0.0001914125,0.0002843539,0.00007640709,0.0002921812,0.00017074,0.0001161536,0.0002507671,0.0002563523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003511757,"about_ca_system_score_gemma":0.0002286342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003384549,"about_ca_topic_score_gemma":0.001718717,"domain_scores_codex":[0.9998728,0.00002118228,0.00000625135,0.00002315179,0.00003968398,0.00003699588],"domain_scores_gemma":[0.9999088,0.00001959929,0.00002092407,0.000007903951,0.00003097383,0.00001173246],"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":[0.0002987914,0.00002394604,0.0007404792,0.00006639971,0.00001229205,0.00007585478,0.00002558433,0.0003406157,0.9971163,0.0001652849,0.00006463162,0.001069811],"study_design_scores_gemma":[0.00002929908,0.0006321046,0.01269045,0.000006788423,0.00001876654,0.0001221654,0.00008720485,0.00583191,0.9799492,0.00008577104,0.0005344269,0.00001189572],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975443,0.0003450525,0.001072029,0.00005081762,0.00001405035,0.00001789889,0.0001613908,0.00003356922,0.000760833],"genre_scores_gemma":[0.9987805,0.0001245384,0.000373406,0.000006761783,0.000003071795,0.000005139944,0.00007554088,0.000002584038,0.000628321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003384549,"threshold_uncertainty_score":0.006729722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695804297266689,"score_gpt":0.2617587164976669,"score_spread":0.244800673525,"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."}}