{"id":"W4386902724","doi":"10.1109/tmag.2023.3317769","title":"Experimental Validation of a New Power-Equivalent Magnetic Permeability Model for Induction Heating Applications","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Magnetics","topic":"Induction Heating and Inverter Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec","keywords":"Induction heating; Materials science; Algorithm; Physics; Computer science; Analytical Chemistry (journal); Mechanical engineering; Quantum mechanics; Chemistry; Engineering; Electromagnetic coil; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007259059,0.0005812498,0.0004110389,0.0004240682,0.0003358028,0.0005770609,0.001024099,0.0006686549,0.00278747],"category_scores_gemma":[0.001760273,0.0002403606,0.0003280371,0.0003884071,0.0004745027,0.0009881195,0.0004917245,0.0005661988,0.0009615852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005266163,"about_ca_system_score_gemma":0.0003685355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008117402,"about_ca_topic_score_gemma":0.0007006397,"domain_scores_codex":[0.9995047,0.00007609009,0.00002231387,0.00009059114,0.0002695637,0.00003677505],"domain_scores_gemma":[0.9994161,0.0001658075,0.00004747879,0.0001762639,0.0001665692,0.000027763],"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":[0.0005666659,0.0005036622,0.002224809,0.0006201473,0.00002996238,0.000324725,0.0003705073,0.1480832,0.7857848,0.007278057,0.002826891,0.05138658],"study_design_scores_gemma":[0.00004904839,0.0006879473,0.002105353,0.0000231317,0.00002661163,0.0001894008,0.0000814612,0.520977,0.4644019,0.001105044,0.01032287,0.00003029621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3931448,0.0002925234,0.588062,0.0003746373,0.000248827,0.000360781,0.001061899,0.003057647,0.01339689],"genre_scores_gemma":[0.948566,0.0001662161,0.04635322,0.00003102787,0.00001313378,0.0001759786,0.0004891787,0.0001884485,0.004016859],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00278747,"threshold_uncertainty_score":0.009325027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04142280661040817,"score_gpt":0.2752909195509111,"score_spread":0.2338681129405029,"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."}}