{"id":"W4317211088","doi":"10.18280/jesa.550603","title":"Analytical and FEM Methods for Line Start Permanent Magnet Synchronous Motor of 2.2kW","year":2022,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trường Đại học Bách Khoa Hà Nội","keywords":"Magnet; Finite element method; Control theory (sociology); Magnetic flux leakage; Synchronous motor; Torque; Rotor (electric); Induction motor; Computer science; Mechanical engineering; Engineering; Physics; Electrical engineering; Voltage; Structural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055045,0.0002042727,0.0005065284,0.0003276023,0.0002653287,0.00007852914,0.0001932609,0.00004333848,0.000479795],"category_scores_gemma":[0.000108418,0.0001891025,0.0002189095,0.0003682804,0.00005414405,0.0001054376,0.00006788938,0.0003168334,0.000003397521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230856,"about_ca_system_score_gemma":0.00005297338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001010619,"about_ca_topic_score_gemma":0.000001300485,"domain_scores_codex":[0.9982381,0.000308077,0.0006388862,0.0001772755,0.0002900473,0.0003475607],"domain_scores_gemma":[0.9990936,0.0002803388,0.0001606885,0.0001872522,0.00009419079,0.000183943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005049729,0.000105826,0.0003511597,0.0005758292,0.000629888,0.00009402823,0.0005563213,0.0127993,0.01601166,0.0004570262,0.004068411,0.9643],"study_design_scores_gemma":[0.0005586817,0.0007128048,0.009109451,0.0000409183,0.0002936268,0.0009148745,0.00007824903,0.9819968,0.0004740782,0.001002179,0.004578055,0.0002402708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4805052,0.01575751,0.5003119,0.0001965426,0.0005462838,0.0007055442,0.0001325933,0.0003925801,0.001451787],"genre_scores_gemma":[0.8592364,0.000743598,0.1379679,0.00006100908,0.0002595347,0.00005922145,0.00001286796,0.0001054041,0.001554068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9691975,"threshold_uncertainty_score":0.7711376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995723801017836,"score_gpt":0.2800516859717213,"score_spread":0.260094447961543,"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."}}