{"id":"W7114916919","doi":"10.1109/lmag.2025.3643306","title":"Magnetics for Future Transportation: From Memory to Motors","year":2025,"lang":"","type":"article","venue":"IEEE Magnetics Letters","topic":"Wireless Power Transfer Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Multiphysics; Automotive industry; Key (lock); Electric motor; Range (aeronautics); Joint (building); Electric vehicle","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002126946,0.000931118,0.0009096875,0.0004879213,0.0001873159,0.0002598391,0.0009192869,0.000559544,0.0002760054],"category_scores_gemma":[0.00001363265,0.001186728,0.000460455,0.0008223452,0.0001223219,0.0001401925,0.00001442925,0.0005866663,0.0001260575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002462277,"about_ca_system_score_gemma":0.0001031066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002518486,"about_ca_topic_score_gemma":0.00046684,"domain_scores_codex":[0.9958177,0.00008253708,0.001345729,0.001023558,0.0005665354,0.001163951],"domain_scores_gemma":[0.9979089,0.0003011138,0.00008059668,0.001135948,0.0001735059,0.0003998815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005069125,0.0002761674,0.001281343,0.005278172,0.001203132,0.0001319278,0.02304189,0.2101281,0.4098995,0.000881322,0.2999453,0.04742627],"study_design_scores_gemma":[0.01157662,0.001481596,0.05189564,0.002505997,0.003536261,0.000004562119,0.00475513,0.02534745,0.1466475,0.0003279587,0.7459553,0.005965979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5663345,0.003118509,0.3682887,0.0212155,0.03480938,0.003045757,0.002067042,0.0003784359,0.0007422057],"genre_scores_gemma":[0.9666709,0.0002768004,0.01870312,0.007263571,0.004201282,0.0005545142,0.0002005193,0.000298038,0.001831238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.44601,"threshold_uncertainty_score":0.9990582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005213391717010485,"score_gpt":0.2071076320913309,"score_spread":0.2018942403743204,"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."}}