{"id":"W1976399685","doi":"10.1115/ipc2004-0368","title":"A Permeable Coating Model for Predicting the Environment at the Pipe Surface Under CP-Compatible Coatings","year":2004,"lang":"en","type":"article","venue":"2004 International Pipeline Conference, Volumes 1, 2, and 3","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada); Nova Chemicals (Canada)","funders":"","keywords":"Coating; Corrosion; Materials science; Cathodic protection; Electrochemistry; Metallurgy; Composite material; Environmental 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":[0.0003045323,0.0008845171,0.0007114114,0.000489627,0.0003876858,0.0009625174,0.001117926,0.002026212,0.002108179],"category_scores_gemma":[0.001372675,0.0005655977,0.0008483819,0.0004529564,0.0005937474,0.0009817249,0.0005921817,0.0009231024,0.0003927315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009821164,"about_ca_system_score_gemma":0.0009684229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02528458,"about_ca_topic_score_gemma":0.01072603,"domain_scores_codex":[0.9998395,0.0000286981,0.000009168773,0.00005029872,0.00004629447,0.00002603922],"domain_scores_gemma":[0.9996642,0.0001611573,0.00005504723,0.00001671384,0.00008235624,0.00002048893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008788997,0.000007887345,0.0003071536,0.00001377553,0.000005909726,0.000033793,0.00001059774,0.9956425,0.001609252,0.001094407,0.00007909027,0.001186762],"study_design_scores_gemma":[0.000001804048,0.000005118898,0.00006864147,8.624936e-7,0.000001963127,0.000004523852,0.000002048726,0.9994013,0.000179914,0.0002519623,0.00007980955,0.000002017206],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2343715,0.0008185091,0.7444958,0.0006256844,0.0001089248,0.0001267393,0.001001381,0.000879248,0.01757229],"genre_scores_gemma":[0.961448,0.0005345352,0.02706007,0.00008241081,0.00002740772,0.000196689,0.0003986529,0.00008338463,0.01016882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02528458,"threshold_uncertainty_score":0.05027485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138592212001672,"score_gpt":0.2608783290863879,"score_spread":0.2294924069663712,"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."}}