{"id":"W2737773131","doi":"","title":"In Situ Electrochemical Evaluation of Pitting Corrosion of Carbon Steel Pipelines Exposed to Slightly Sour Seawater Service","year":2017,"lang":"en","type":"article","venue":"CORROSION","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Metallurgy; Carbon steel; Seawater; Pitting corrosion; Materials science; Electrochemistry; Corrosion; Pipeline transport; Sour gas; In situ; Environmental science; Electrode; Waste management; Engineering; Geology; Natural gas; Chemistry; Oceanography; Environmental engineering","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":[0.0001875163,0.0003504555,0.0003219518,0.0002142276,0.0002273,0.000263064,0.0004422627,0.0006191281,0.001406789],"category_scores_gemma":[0.0003399494,0.0001924702,0.0002878148,0.0003506381,0.000237847,0.0002401492,0.0001666121,0.000474638,0.0001837239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002630366,"about_ca_system_score_gemma":0.0001796797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002775706,"about_ca_topic_score_gemma":0.004492151,"domain_scores_codex":[0.9997213,0.00002630208,0.00001575315,0.0000496402,0.0001307554,0.00005621335],"domain_scores_gemma":[0.9997664,0.00003670268,0.00003598465,0.00001592464,0.0001255797,0.00001938228],"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":[0.0001438857,0.00002454191,0.000648568,0.00004078557,0.000009175516,0.00009142842,0.00005956463,0.0001018008,0.9971891,0.00002344625,0.0000377648,0.001629943],"study_design_scores_gemma":[0.00000768686,0.0005027052,0.01229435,0.000005100268,0.00002511904,0.000144292,0.0001715938,0.001870151,0.9843754,0.00002526373,0.000569431,0.00000887922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973618,0.0002435499,0.001334711,0.00003801121,0.00002503385,0.000008735935,0.0001828773,0.00002572016,0.0007794185],"genre_scores_gemma":[0.9971898,0.0001802951,0.001139291,0.00001908546,0.000009028789,0.000006264249,0.0001370717,0.000005713197,0.001313415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002775706,"threshold_uncertainty_score":0.005519152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0451415235496696,"score_gpt":0.31397095812361,"score_spread":0.2688294345739404,"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."}}