{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001346158,0.0002003509,0.0003659922,0.0001637911,0.0001472776,0.00005394479,0.000401989,0.0001574221,0.0001146585],"category_scores_gemma":[0.0003553238,0.0001741852,0.00007083653,0.0001697918,0.00004828495,0.0003374865,0.0002655232,0.0001218142,0.00003605655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221333,"about_ca_system_score_gemma":0.00009464071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001515904,"about_ca_topic_score_gemma":0.0002650241,"domain_scores_codex":[0.99762,0.0001537714,0.0006555066,0.0004332262,0.0008352478,0.000302232],"domain_scores_gemma":[0.9979099,0.00005301819,0.0004789168,0.000670291,0.0007921667,0.00009569048],"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":[0.000193295,0.0001414552,0.003333506,0.0000545109,5.732504e-8,9.669272e-7,0.0006837178,0.00005571301,0.9951287,0.000007668366,0.000107769,0.0002926532],"study_design_scores_gemma":[0.001085306,0.0001678167,0.00481251,0.000409768,0.00004435527,0.000003426722,0.0001542136,0.002871353,0.9901471,0.00009358464,0.00002304713,0.0001875923],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971288,0.00003558375,0.001187723,0.0002538688,0.0005406308,0.0005405531,0.000006528368,0.00002736748,0.0002789447],"genre_scores_gemma":[0.9992904,0.00000581522,0.0003375113,0.00009735955,0.00009258121,0.00004213309,0.00002260102,0.00002189262,0.00008971574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00498166,"threshold_uncertainty_score":0.7103065,"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."}}