{"id":"W7081967639","doi":"10.1109/tte.2025.3609443","title":"A Novel Adaptive Force Ripple Suppressing Method for Double-Sided Switched Reluctance Linear Motor","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Transportation Electrification","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Shenzhen International Cooperation Research Project","keywords":"Control theory (sociology); Switched reluctance motor; Ripple; Commutation; Controller (irrigation); Trajectory; Sigmoid function; Limit (mathematics); Adaptive control","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":[0.0003863094,0.0002260278,0.0002311183,0.0002205506,0.0004403909,0.00005862819,0.0004199016,0.0002042771,0.00001046458],"category_scores_gemma":[0.0000195456,0.0002468919,0.0001742457,0.0009312078,0.00003276263,0.000427381,7.30765e-8,0.0002889346,0.000004166297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009489128,"about_ca_system_score_gemma":0.0001802697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000375262,"about_ca_topic_score_gemma":0.00005485414,"domain_scores_codex":[0.9982634,0.00003874997,0.0004895958,0.0006704104,0.000209177,0.0003286522],"domain_scores_gemma":[0.9984794,0.0003460597,0.0002011734,0.0004827901,0.0004259432,0.00006460296],"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":[0.0004387802,0.0002000575,0.000001855881,0.00006013108,0.00005857172,4.7839e-7,0.0006209831,0.03660401,0.9349229,0.01547325,0.00005294389,0.01156608],"study_design_scores_gemma":[0.001465095,0.00009295913,0.0001823705,0.00005428652,0.00005662341,0.000001898165,0.00005854236,0.1871107,0.8064336,0.003683777,0.0006631354,0.0001970305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0008903628,0.00003746365,0.9945115,0.002571926,0.0002917303,0.0009218791,0.0000496757,0.000303232,0.0004222491],"genre_scores_gemma":[0.7266703,0.00001452417,0.2690381,0.0001870497,0.00002430611,0.0006023959,0.00005671917,0.000007690838,0.003398942],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7257799,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743124442867563,"score_gpt":0.2866416608688093,"score_spread":0.2592104164401337,"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."}}