{"id":"W2001007885","doi":"10.1109/tmag.2013.2259152","title":"A Novel Two-Axis Theory-Based Experimental Approach Towards Determination of Magnetization Characteristics of Line-Start Permanent Magnet Synchronous Machines","year":2013,"lang":"en","type":"article","venue":"IEEE Transactions on Magnetics","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Magnet; Computer science; Synchronization (alternating current); Magnetization; Line (geometry); Saturation (graph theory); Synchronous motor; Control theory (sociology); Mechanical engineering; Physics; Artificial intelligence; Magnetic field; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008050355,0.0006703419,0.0004911338,0.0008664425,0.0003577893,0.0006464642,0.000899515,0.0005977791,0.001887448],"category_scores_gemma":[0.001514547,0.0002682748,0.000166056,0.0004198558,0.0008716705,0.001044526,0.0006378003,0.0006041137,0.0004970154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926052,"about_ca_system_score_gemma":0.0003563084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001855379,"about_ca_topic_score_gemma":0.0003277727,"domain_scores_codex":[0.9991258,0.0002130844,0.00004996292,0.0001325234,0.0004466826,0.00003205413],"domain_scores_gemma":[0.9990212,0.0002789626,0.0001654597,0.0001968434,0.0002877818,0.00004986973],"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":[0.0002296224,0.0001960859,0.001540929,0.0005574121,0.00001258222,0.0001700859,0.0003605457,0.005599755,0.9269486,0.01005104,0.0006009307,0.05373237],"study_design_scores_gemma":[0.0001209712,0.002584315,0.006859463,0.00005877284,0.00002737983,0.0007134032,0.0002767373,0.1341988,0.834022,0.005211596,0.01584739,0.00007914937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09580243,0.0002095157,0.8953264,0.000128662,0.00008783474,0.0002803665,0.0001803751,0.00123187,0.006752586],"genre_scores_gemma":[0.7862555,0.0001628726,0.2112932,0.00004952791,0.00004187463,0.0003380272,0.0001705225,0.00006160029,0.001626811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001887448,"threshold_uncertainty_score":0.006314099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013005517618153,"score_gpt":0.216583237923559,"score_spread":0.2064531827473775,"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."}}