{"id":"W2092269576","doi":"10.1115/ipc2010-31658","title":"Corrosion of Pipeline Steel in the Presence of Alternating Current and the New CP Recommendation","year":2010,"lang":"en","type":"article","venue":"2010 8th International Pipeline Conference, Volume 1","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Cathodic protection; Corrosion; Materials science; Alternating current; Current density; Metallurgy; Current (fluid); Pipeline (software); Pipeline transport; Pitting corrosion; Electrode; Electrochemistry; Environmental science; Electrical engineering; Voltage; Chemistry; Engineering; Environmental engineering; Physics; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009081592,0.0001431733,0.0002161412,0.0001053222,0.00003258539,0.00004235592,0.0005087298,0.00006302019,0.0006864751],"category_scores_gemma":[0.0007325592,0.00009404239,0.00006157914,0.0001364167,0.0001657744,0.0001597454,0.0001160605,0.0004924602,0.000006807516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001432617,"about_ca_system_score_gemma":0.00005649602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003064999,"about_ca_topic_score_gemma":0.001120955,"domain_scores_codex":[0.9986783,0.00007885633,0.0006196299,0.0001830922,0.0003074759,0.0001326093],"domain_scores_gemma":[0.9987884,0.0003958256,0.0001927315,0.0002762643,0.0002977697,0.00004900171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006521621,0.00027202,0.07305484,0.0002803075,0.000026751,0.000001878426,0.005651807,0.001734057,0.1194978,0.02490657,0.107868,0.6660538],"study_design_scores_gemma":[0.001840007,0.00002268835,0.01254759,0.0001021981,0.00001534497,0.000005904691,0.0002574052,0.9484115,0.003347614,0.001525259,0.03177566,0.000148886],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9002365,0.0002582818,0.07844703,0.005081996,0.007766106,0.0008166766,0.0001373506,0.00007307055,0.007182919],"genre_scores_gemma":[0.9984236,0.0001949539,0.0004261039,0.00005104723,0.0002062783,0.00001507348,0.00004768289,0.000009791829,0.0006254753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9466774,"threshold_uncertainty_score":0.7516421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02102043911710365,"score_gpt":0.2675002437373922,"score_spread":0.2464798046202886,"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."}}