{"id":"W4229996235","doi":"10.1109/cefc.2010.5481384","title":"Topological sensitivity analysis for steady State Eddy Current problems with an application to nondestructive testing","year":2010,"lang":"en","type":"article","venue":"","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Eddy current; Nondestructive testing; Topology (electrical circuits); Current (fluid); Sensitivity (control systems); Eddy-current testing; Steady state (chemistry); Harmonic; Physics; Acoustics; Electronic engineering; Engineering; Electrical engineering; 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":[0.001941607,0.001382868,0.0005691566,0.001787304,0.0003396287,0.001053615,0.0006519271,0.0008460935,0.001225139],"category_scores_gemma":[0.007743631,0.0004020301,0.000856118,0.0005765521,0.0013679,0.001047493,0.001428411,0.0009764596,0.0001813098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006502634,"about_ca_system_score_gemma":0.0004162547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000809607,"about_ca_topic_score_gemma":0.0004411497,"domain_scores_codex":[0.9993715,0.0002449547,0.00002610969,0.00005591234,0.0002624344,0.00003910781],"domain_scores_gemma":[0.9946094,0.004313409,0.000333164,0.0002077317,0.0004536611,0.00008266472],"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":[0.00008036383,0.00006921277,0.00154581,0.0002922017,0.00005701013,0.0002589458,0.0001300596,0.8585327,0.02305,0.08264931,0.0009709934,0.03236338],"study_design_scores_gemma":[0.000002203993,0.00002882165,0.0002928157,0.00001157641,0.000008618043,0.000107573,0.00001651272,0.9763601,0.00235751,0.02036332,0.0004365973,0.00001428523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01855254,0.0004183764,0.9765807,0.0002432656,0.00003294082,0.00005446396,0.00004620776,0.0002182607,0.003853167],"genre_scores_gemma":[0.8777636,0.001451517,0.1159107,0.0001564893,0.0001144215,0.0002330503,0.0002014076,0.0002348345,0.003934033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001941607,"threshold_uncertainty_score":0.01026833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622449576289364,"score_gpt":0.2850140264285005,"score_spread":0.2587895306656068,"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."}}