{"id":"W3203999329","doi":"10.1002/2050-7038.13138","title":"Comparative analysis of <scp>3D‐SVM</scp> and <scp>4D‐SVM</scp> for five <scp>‐phase</scp> voltage source inverter","year":2021,"lang":"en","type":"article","venue":"International Transactions on Electrical Energy Systems","topic":"Multilevel Inverters and Converters","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Support vector machine; Space vector modulation; Pulse-width modulation; Computer science; Voltage; Inverter; Total harmonic distortion; MATLAB; Field-programmable gate array; Modulation (music); Electronic engineering; Control theory (sociology); Algorithm; Engineering; Artificial intelligence; Computer hardware; Electrical engineering","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":[0.0001828063,0.0005091245,0.001009802,0.000973714,0.0002079968,0.0002111205,0.0004096463,0.0003193036,0.00002972695],"category_scores_gemma":[0.0001280615,0.0005236889,0.0005581251,0.001290605,0.0001253022,0.0002932122,0.00001324659,0.0004078963,0.00001316352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045039,"about_ca_system_score_gemma":0.00009822178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005575963,"about_ca_topic_score_gemma":0.0002310595,"domain_scores_codex":[0.9969748,0.0001285104,0.0009188323,0.0006924756,0.0006869857,0.0005984582],"domain_scores_gemma":[0.9964159,0.002182361,0.0002267853,0.0003727565,0.000503359,0.0002988114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004346053,0.001433697,0.0004648768,0.0002750981,0.01982458,0.00005983605,0.005102336,0.9004126,0.01393771,0.003979249,0.01925401,0.03521258],"study_design_scores_gemma":[0.001503988,0.0001745005,0.0002662884,0.00007167259,0.0006334867,0.00002838551,0.0009863467,0.9448487,0.01297918,0.00007218225,0.03834203,0.0000932494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0344022,0.0008482392,0.9597656,0.00002977868,0.0009447833,0.0002840572,0.0004027511,0.0001994046,0.003123151],"genre_scores_gemma":[0.9875478,0.0002188657,0.0003068854,0.00026538,0.0001739542,0.0002857607,0.0002629251,0.00006653989,0.01087191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9594588,"threshold_uncertainty_score":0.9997215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697576587630157,"score_gpt":0.2497369683113856,"score_spread":0.2327612024350841,"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."}}