{"id":"W4384009611","doi":"10.1109/icmsp58539.2023.10170966","title":"Simulation Study of Parameter Sensitivity for High Frequency Eddy Current Measurement","year":2023,"lang":"en","type":"article","venue":"","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MD Precision (Canada)","funders":"","keywords":"Eddy current; Eddy-current testing; Sensitivity (control systems); Electromagnetic coil; Current (fluid); Eddy-current sensor; Acoustics; RADIUS; Finite element method; Process (computing); Low frequency; Electronic engineering; Materials science; Computer science; Engineering; Electrical engineering; Physics; Structural engineering; Telecommunications","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":[0.0005060542,0.0001064649,0.0001490822,0.0001029723,0.00002440857,0.000008305908,0.00004672796,0.00002739192,0.000004797246],"category_scores_gemma":[0.0004002067,0.0001022499,0.00003013053,0.0001978255,0.00001037935,0.00006910998,0.00002174655,0.00006249028,0.000004729062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009310987,"about_ca_system_score_gemma":0.000007695501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007543191,"about_ca_topic_score_gemma":0.00005288705,"domain_scores_codex":[0.9992509,0.00003626637,0.0002011875,0.0001386314,0.0002296473,0.0001433104],"domain_scores_gemma":[0.9991875,0.0003728323,0.0000316454,0.0001973399,0.0001874438,0.00002323367],"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":[0.0000562117,0.001426713,0.1234286,0.00129976,0.0005177856,0.00001494786,0.002208193,0.5156237,0.274667,0.01602505,0.001463868,0.06326815],"study_design_scores_gemma":[0.001431844,0.0007774382,0.2826585,0.000163223,0.0001243587,9.592723e-7,0.0002015534,0.4403096,0.03834191,0.2352658,0.00001617836,0.0007085971],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7901006,0.000007001949,0.2076396,0.00000428362,0.0001763071,0.0006834823,0.000006214539,0.001249133,0.0001333072],"genre_scores_gemma":[0.9181853,7.9059e-7,0.08168539,0.000001243983,0.0000289145,0.00007077157,0.000004147851,0.00002268874,7.812783e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2363251,"threshold_uncertainty_score":0.4169631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0927982847242326,"score_gpt":0.317652105516533,"score_spread":0.2248538207923004,"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."}}