{"id":"W4413157349","doi":"10.1109/ecce-asia63110.2025.11112441","title":"Series Active Filtering Technique for L-type Single-Phase Bridge Inverter","year":2025,"lang":"en","type":"article","venue":"","topic":"Induction Heating and Inverter Technology","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Inverter; Computer science; Bridge (graph theory); Half bridge; Type (biology); H bridge; Series (stratigraphy); Active filter; Phase (matter); Electronic engineering; Control theory (sociology); Engineering; Electrical engineering; Physics; Artificial intelligence; Voltage","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":[0.00004155601,0.0001117428,0.0001300811,0.0001601165,0.00006766602,0.0000191268,0.00009327182,0.0001378007,0.000046647],"category_scores_gemma":[0.00003353624,0.000112757,0.00003608624,0.000200697,0.00003625336,0.0001524168,0.00002446237,0.0001033269,0.000007484906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007239886,"about_ca_system_score_gemma":0.0000124842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001747814,"about_ca_topic_score_gemma":0.000009696097,"domain_scores_codex":[0.999495,0.000006012855,0.0001456667,0.0001340592,0.00003015572,0.0001890712],"domain_scores_gemma":[0.9997218,0.0000207547,0.00001057011,0.0001757581,0.00005228731,0.00001879055],"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":[0.00004187075,0.0000439934,0.00001272613,0.0001309816,0.00006142447,0.000001314377,0.0001300275,0.0001165045,0.9148552,0.006264792,0.03767306,0.04066809],"study_design_scores_gemma":[0.0002828637,0.0001569654,0.00000973156,0.00003971137,0.000008778406,0.00001324642,0.00006945809,0.01095394,0.9521445,0.001808479,0.03438155,0.0001307792],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08128478,0.00004709759,0.8562895,0.0007884896,0.001856735,0.0008460585,0.00002329825,0.00320401,0.05566004],"genre_scores_gemma":[0.9855186,0.000007410714,0.01134629,0.0002392224,0.00006128968,0.0002007922,0.00001208657,0.00002573062,0.002588547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9042339,"threshold_uncertainty_score":0.4598097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04123750569667897,"score_gpt":0.2946508235214206,"score_spread":0.2534133178247416,"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."}}