{"id":"W2430818287","doi":"10.5006/c2016-07153","title":"Coating Degradation in the Presence of Alternating Current Interference","year":2016,"lang":"en","type":"article","venue":"","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Degradation (telecommunications); Materials science; Interference (communication); Current (fluid); Coating; Alternating current; Electromagnetic interference; Optoelectronics; Electronic engineering; Composite material; Electrical engineering; Computer science; Telecommunications; Voltage; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004049596,0.00004015214,0.00004967184,0.00002929693,0.00002548601,0.00001878058,0.0001666887,0.00001020191,0.0003027444],"category_scores_gemma":[0.0001569665,0.00001888897,0.00001383633,0.00006657373,0.00003348642,0.0002075728,0.00004460142,0.00002900211,0.00002234009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001437085,"about_ca_system_score_gemma":0.00001003364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000746638,"about_ca_topic_score_gemma":0.00005967883,"domain_scores_codex":[0.9993877,0.00007141487,0.000194469,0.0001050275,0.0001576341,0.00008378434],"domain_scores_gemma":[0.999584,0.0001661241,0.00008115679,0.0001182613,0.00004059928,0.00000992025],"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":[0.000003515508,0.00002239651,0.005630358,0.000004186313,1.616664e-8,1.510727e-7,0.0002564322,0.000001408095,0.9659805,0.0008154699,0.00005757338,0.02722793],"study_design_scores_gemma":[0.0001278305,0.00003249984,0.003663687,0.0002194341,0.000001252391,0.000001539623,0.0001907818,0.0002047185,0.9952058,0.0002781697,0.00003386285,0.00004043202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683189,0.00001256681,0.03083746,0.0001354714,0.0001756032,0.00008308426,0.000003268089,0.00001191639,0.0004216945],"genre_scores_gemma":[0.999631,0.000008678739,0.0002643812,0.0000125173,0.00001636441,0.00001241844,7.106908e-7,0.00000172563,0.00005218692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03131209,"threshold_uncertainty_score":0.3314838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0535595973938162,"score_gpt":0.3154997910146332,"score_spread":0.261940193620817,"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."}}