{"id":"W4407304187","doi":"10.1109/ecce55643.2024.10861575","title":"A Fast Three-Phase Boundary Controller with XY Transform","year":2024,"lang":"en","type":"article","venue":"","topic":"Induction Heating and Inverter Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Control theory (sociology); Computer science; Controller (irrigation); Boundary (topology); Phase (matter); Mathematics; Physics; Control (management); Artificial intelligence; Mathematical analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002040609,0.0002587963,0.0003255457,0.0003218517,0.0003105534,0.0006060462,0.0005329507,0.0003931606,0.003045134],"category_scores_gemma":[0.000402814,0.0001301682,0.0001811958,0.0001782625,0.0002866578,0.0004440359,0.0003760206,0.0005282387,0.0007204298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351094,"about_ca_system_score_gemma":0.0003095486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00081756,"about_ca_topic_score_gemma":0.0006229925,"domain_scores_codex":[0.9997827,0.00002065191,0.00001040968,0.00004305851,0.0001261265,0.00001706651],"domain_scores_gemma":[0.9998618,0.00003811052,0.00001762402,0.00002076981,0.00005131482,0.00001024203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000375784,0.0001487565,0.0003700734,0.0002630919,0.00002901811,0.0002386881,0.0003625855,0.03060774,0.4556249,0.02479649,0.003433357,0.4837495],"study_design_scores_gemma":[0.000237301,0.0007734332,0.001046639,0.00005940978,0.00003023946,0.0005277103,0.00005530117,0.7241361,0.2293641,0.005197086,0.0385122,0.00006045722],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02171261,0.0002033031,0.968193,0.00007992152,0.0001276419,0.00007953723,0.00003059318,0.002307436,0.007266008],"genre_scores_gemma":[0.7403921,0.0001554739,0.2508209,0.0001348872,0.00005222869,0.0001806069,0.00008459042,0.0001536153,0.008025643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003045134,"threshold_uncertainty_score":0.01018703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007403243554977353,"score_gpt":0.2192308112671313,"score_spread":0.211827567712154,"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."}}