{"id":"W2786240164","doi":"10.1109/pesgm.2017.8274318","title":"Resonance-free shunt capacitors-configurations, design methods and comparative analysis","year":2017,"lang":"en","type":"article","venue":"","topic":"Vibration Control and Rheological Fluids","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Capacitor; Filter design; Butterworth filter; Prototype filter; Filter (signal processing); Band-stop filter; Low-pass filter; Electronic engineering; Active filter; Computer science; Adaptive filter; Filter capacitor; Capacitor-input filter; Electronic filter; Voltage-controlled filter; Electronic filter topology; m-derived filter; Control theory (sociology); Engineering; Electrical engineering; Voltage; Artificial intelligence","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":[0.0002788837,0.0001114574,0.0002634814,0.00006818643,0.0003022834,0.000162895,0.0002080863,0.0000708151,0.0002706453],"category_scores_gemma":[0.0001308335,0.0000808594,0.00005947016,0.00008552455,0.00009614607,0.0002209696,0.00003229196,0.00008378612,0.00001228405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001271002,"about_ca_system_score_gemma":0.000006154277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003411344,"about_ca_topic_score_gemma":0.00006035462,"domain_scores_codex":[0.9993879,0.00008922999,0.0001718955,0.0001484043,0.00007263658,0.0001299996],"domain_scores_gemma":[0.9992492,0.0001783568,0.00002609406,0.0004366955,0.00004301096,0.00006659778],"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":[0.0001176171,0.00009636011,0.007962133,0.00004435589,0.003603025,0.00001824104,0.002256205,0.09964131,0.1756724,0.5559825,0.0516345,0.1029714],"study_design_scores_gemma":[0.0004975451,0.00004661208,0.0679163,0.000004207904,0.0001973148,0.000001417827,0.00007973842,0.895362,0.02227901,0.003179703,0.01019131,0.0002448511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002872671,0.0007807138,0.9507018,0.0003512721,0.0001295685,0.0001176646,0.000007433591,0.0001410934,0.04489781],"genre_scores_gemma":[0.84233,0.00008197858,0.1566258,0.00005379643,0.000069086,0.0000257932,0.000003079085,0.00000352202,0.0008068981],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8394574,"threshold_uncertainty_score":0.3297351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07392624929131457,"score_gpt":0.3304017461209652,"score_spread":0.2564754968296506,"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."}}