{"id":"W7116449756","doi":"10.1109/icrera66237.2025.11283704","title":"Overview on Controllers in Wireless Power Transfer Systems for EVs","year":2025,"lang":"","type":"article","venue":"","topic":"Wireless Power Transfer Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Wireless power transfer; Wireless; Renewable energy; Energy storage; Controller (irrigation); Compensation (psychology); Electric power system","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":[0.001016754,0.001006312,0.002060431,0.0008700127,0.0001182152,0.0002828793,0.0006871034,0.0007609538,0.0001946379],"category_scores_gemma":[0.00002745665,0.001017342,0.0006520518,0.0010434,0.00006257655,0.0002713627,0.00002037383,0.0006392202,0.000124424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007519771,"about_ca_system_score_gemma":0.0002406166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005945329,"about_ca_topic_score_gemma":0.0005120629,"domain_scores_codex":[0.9948318,0.000245193,0.00203588,0.0009988783,0.0005182867,0.001369973],"domain_scores_gemma":[0.9977354,0.0008583192,0.00003489222,0.0009756464,0.0001632711,0.0002324486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001806621,0.0008823757,0.001247134,0.01865472,0.002462953,0.00005299761,0.003149464,0.1039913,0.003831621,0.8482205,0.01143988,0.004260476],"study_design_scores_gemma":[0.05865382,0.001548295,0.002986111,0.03220501,0.0008127525,0.00001308475,0.005665445,0.7091675,0.00776498,0.0002495167,0.1760477,0.004885785],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1653908,0.05302272,0.5779542,0.002210666,0.03143467,0.01780739,0.0004788785,0.001033785,0.1506668],"genre_scores_gemma":[0.9913058,0.00187227,0.00001616602,0.0003424212,0.0001320505,0.001225788,0.00001516054,0.0001786993,0.004911697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.847971,"threshold_uncertainty_score":0.9992277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625026659340018,"score_gpt":0.2511956232202843,"score_spread":0.2349453566268841,"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."}}