{"id":"W1998145181","doi":"10.1109/tmag.2012.2198208","title":"A Novel Two-Axis Theory-Based Approach Towards Parameter Determination of Line-Start Permanent Magnet Synchronous Machines","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Magnetics","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science; Magnet; Line (geometry); Estimation theory; Torque; Control theory (sociology); Algorithm; Mechanical engineering; Physics; Artificial intelligence; Mathematics","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":[0.0005961802,0.0009550892,0.0007422631,0.001189703,0.00034858,0.00100605,0.0008412231,0.000653115,0.001651966],"category_scores_gemma":[0.001613885,0.0003966618,0.0004087003,0.000554402,0.0006876352,0.0009143332,0.00061038,0.0006085383,0.0009020134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000343615,"about_ca_system_score_gemma":0.0004371573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004205273,"about_ca_topic_score_gemma":0.0004082688,"domain_scores_codex":[0.9993252,0.0001676582,0.00003759543,0.0001260447,0.0003210484,0.00002242112],"domain_scores_gemma":[0.9994432,0.000174221,0.0001160921,0.0000850228,0.0001613391,0.0000201948],"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":[0.0002067711,0.0001622023,0.001769892,0.0008707407,0.00007557544,0.0003574344,0.000401654,0.2761614,0.1624415,0.0519918,0.003146412,0.5024146],"study_design_scores_gemma":[0.00002780593,0.000379631,0.001278977,0.00004320669,0.00002363518,0.000285264,0.00006058696,0.9486851,0.02612608,0.0107571,0.01227908,0.00005355619],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001711154,0.00009706544,0.9966872,0.00002418888,0.00001728303,0.00002213258,0.0000104323,0.0002149193,0.001215521],"genre_scores_gemma":[0.3978928,0.0004902374,0.5980098,0.00006829484,0.0001280228,0.0002110923,0.0001403932,0.0001216939,0.002937755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001651966,"threshold_uncertainty_score":0.005526423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01638571866215211,"score_gpt":0.2313113699111418,"score_spread":0.2149256512489897,"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."}}