{"id":"W2135579793","doi":"10.1109/ccece.2007.37","title":"A Simple and Effective Speed Control Strategy for the Brushless DC Motor","year":2007,"lang":"en","type":"article","venue":"","topic":"Sensorless Control of Electric Motors","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"DC motor; Control theory (sociology); Computer science; Steady state (chemistry); Electronic speed control; Brushed DC electric motor; Control engineering; Simple (philosophy); Digital control; Machine control; Control (management); Universal motor; Outcome (game theory); AC motor; Electric motor; Engineering; Electronic engineering; Mathematics; Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001715091,0.0008455649,0.0006421369,0.0004702637,0.0003872284,0.0006435546,0.0008804171,0.000689022,0.002402028],"category_scores_gemma":[0.0004098432,0.0002260513,0.0003567769,0.0002584124,0.0003911773,0.0007503379,0.0003312707,0.0006886117,0.0009206232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002999187,"about_ca_system_score_gemma":0.0004918993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000948925,"about_ca_topic_score_gemma":0.0009026204,"domain_scores_codex":[0.9998028,0.00001908415,0.00001392219,0.00003931657,0.0001140208,0.00001082152],"domain_scores_gemma":[0.9999182,0.00001385027,0.00001402409,0.00001417366,0.00003194126,0.000007746862],"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":[0.0001106237,0.000189926,0.0002595121,0.001465456,0.00007558538,0.0005408298,0.0002208047,0.08253488,0.3095577,0.1316515,0.006844547,0.4665487],"study_design_scores_gemma":[0.0002010104,0.0009413191,0.0009542925,0.000117359,0.00009495334,0.001179943,0.00004614928,0.7791061,0.06675875,0.03264556,0.1178379,0.0001167045],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004072284,0.0006801106,0.9889289,0.0001283418,0.0002113833,0.000167488,0.0000421459,0.0005376873,0.005231662],"genre_scores_gemma":[0.5479082,0.002660657,0.4277465,0.0003619865,0.0003481744,0.0005842135,0.0002368452,0.0001447434,0.02000862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002402028,"threshold_uncertainty_score":0.0080356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008461145285127388,"score_gpt":0.2337847884249243,"score_spread":0.2253236431397969,"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."}}