{"id":"W2129068501","doi":"10.5006/1377","title":"AC Corrosion at Coating Defect on Pipelines","year":2014,"lang":"en","type":"article","venue":"CORROSION","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Corrosion; Coating; Materials science; Pipeline transport; Metallurgy; Forensic engineering; Composite material; Engineering; Mechanical 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":[0.0002017674,0.0005341422,0.0003867456,0.0003118127,0.0001844603,0.000446071,0.0003987234,0.0003853253,0.001043615],"category_scores_gemma":[0.0007303742,0.000222526,0.0002572249,0.0002676384,0.0004749496,0.0004250592,0.0003270884,0.0003614305,0.0002341769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003158687,"about_ca_system_score_gemma":0.0001567257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001233921,"about_ca_topic_score_gemma":0.001040582,"domain_scores_codex":[0.9995781,0.00004993166,0.00002158544,0.00009662589,0.0001944383,0.00005936434],"domain_scores_gemma":[0.9993159,0.0001494285,0.0001858954,0.00005622378,0.0002482707,0.00004436517],"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":[0.00008242536,0.000006394331,0.0005498575,0.00007025133,0.000005022693,0.00007988307,0.00002682378,0.0001332025,0.9973176,0.00002472343,0.00001576334,0.001688111],"study_design_scores_gemma":[0.00000731209,0.0004267572,0.004882867,0.000004720995,0.00001550654,0.0003688598,0.00005547289,0.001147094,0.9924098,0.00002623394,0.0006500423,0.000005293429],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936066,0.0009584395,0.00441611,0.00003337621,0.00001736054,0.00001664361,0.00006011453,0.00006760587,0.0008236819],"genre_scores_gemma":[0.9966215,0.0003124451,0.002370295,0.00003444411,0.000008662079,0.000005874251,0.00009209639,0.00001380773,0.0005409328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001233921,"threshold_uncertainty_score":0.003491223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060094502965769,"score_gpt":0.2614316302722459,"score_spread":0.2408306852425882,"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."}}