{"id":"W2791813863","doi":"10.1016/j.porgcoat.2018.03.012","title":"Degradation of fusion bonded epoxy pipeline coatings in the presence of direct current interference","year":2018,"lang":"en","type":"article","venue":"Progress in Organic Coatings","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Materials science; Coating; Dielectric spectroscopy; Epoxy; Cathodic protection; Permeation; Direct current; Scanning electron microscope; Composite material; Fourier transform infrared spectroscopy; Corrosion; Anode; Degradation (telecommunications); Raman spectroscopy; Chemical engineering; Electrochemistry; Optics; Membrane; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001139194,0.0001297626,0.0002298902,0.000119051,0.00005641402,0.00003197878,0.0004000732,0.00005398213,0.0004482577],"category_scores_gemma":[0.0005814105,0.00009599289,0.00002880642,0.0006302612,0.0003082946,0.0002020462,0.0002061797,0.0001484844,0.000009783528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004109521,"about_ca_system_score_gemma":0.00005942737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001170273,"about_ca_topic_score_gemma":0.0002180859,"domain_scores_codex":[0.9982439,0.000184625,0.0006748435,0.0002873796,0.0004025746,0.000206683],"domain_scores_gemma":[0.9987876,0.0001881506,0.0004505217,0.0002917907,0.0002574364,0.00002451298],"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":[0.00004841637,0.0002546419,0.04404397,0.00006240976,8.396201e-8,7.340584e-7,0.003816388,2.586654e-7,0.9345905,0.0001007634,0.0001286577,0.01695319],"study_design_scores_gemma":[0.0003950759,0.0002550014,0.008050485,0.0006255602,0.000009275946,0.000003988931,0.000533918,0.0004563234,0.9893396,0.0001711982,0.00004662691,0.0001129603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978159,0.0002608822,0.0009216301,0.0001519864,0.0002826021,0.0003867079,0.00001156246,0.00002632076,0.0001424146],"genre_scores_gemma":[0.9993691,0.00002659409,0.0004641614,0.00001675943,0.00004094993,0.00004008293,0.00001109754,0.0000101481,0.00002113456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05474911,"threshold_uncertainty_score":0.4908108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822500151106853,"score_gpt":0.3051087699678617,"score_spread":0.2768837684567932,"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."}}