{"id":"W2000914220","doi":"10.1115/ipc2012-90675","title":"Developing Cathodic Protection Based on Disbondment Geometry","year":2012,"lang":"en","type":"article","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spectra Energy (Canada); TransCanada (Canada); University of Alberta","funders":"","keywords":"Cathodic protection; Corrosion; Materials science; Coating; Galvanic cell; Metallurgy; Composite material; Electromagnetic shielding; Anode; Electrode; Chemistry","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":[0.0001552664,0.0008730099,0.0003085604,0.0002611831,0.0001685071,0.0003992,0.000698442,0.0004263497,0.001150253],"category_scores_gemma":[0.0003703474,0.000390002,0.0001942291,0.0001688162,0.000228265,0.000477316,0.0004484487,0.0003562961,0.0004265767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002676359,"about_ca_system_score_gemma":0.0001974896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006421369,"about_ca_topic_score_gemma":0.00136655,"domain_scores_codex":[0.999826,0.00001336264,0.000009118736,0.00005688665,0.000061267,0.00003336618],"domain_scores_gemma":[0.9997259,0.00003431972,0.00009237067,0.00003912589,0.00008210401,0.00002620523],"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":[0.0000402961,0.00001157451,0.0002737539,0.00005415251,0.000004207729,0.00004024472,0.00002015081,0.0003796367,0.996365,0.00005924042,0.00003412113,0.002717681],"study_design_scores_gemma":[0.000007569278,0.0004172918,0.003290159,0.000006210242,0.00002002612,0.0001603495,0.00003007185,0.002932912,0.9917389,0.00003121347,0.001358563,0.000006655092],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619763,0.001207398,0.03361717,0.00006463171,0.00005502638,0.00006937979,0.0001112274,0.0003401754,0.002558501],"genre_scores_gemma":[0.9829692,0.0006679397,0.01446166,0.00003285708,0.00001119783,0.00002285143,0.0001159326,0.00003167758,0.001686679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001150253,"threshold_uncertainty_score":0.003847957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05754574587140838,"score_gpt":0.2913730277788845,"score_spread":0.2338272819074761,"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."}}