{"id":"W2111792673","doi":"10.1109/mvt.2009.932541","title":"Global modeling and control strategy simulation","year":2009,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Electric and Hybrid Vehicle Technologies","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta University of the Arts","funders":"","keywords":"Continuously variable transmission; Automotive engineering; Control engineering; Torque; Transmission (telecommunications); Engineering; Co-simulation; Electric vehicle; Control system; Power (physics); Computer science; Simulation; 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":[],"consensus_categories":[],"category_scores_codex":[0.00007836662,0.0002094217,0.0002550831,0.0002253408,0.00006747692,0.00002618095,0.0001803961,0.0003648361,0.00000345599],"category_scores_gemma":[0.00002758782,0.0002101214,0.00003648471,0.0005898228,0.00007831337,0.000117515,0.00001222325,0.0002667826,0.0000282338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006351161,"about_ca_system_score_gemma":0.00001023197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001602404,"about_ca_topic_score_gemma":0.000003859399,"domain_scores_codex":[0.9990462,0.000008109641,0.0002259324,0.0002460624,0.0001047513,0.0003689391],"domain_scores_gemma":[0.9995869,0.00001400256,0.00002591231,0.0002766371,0.00005652256,0.00004001756],"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":[0.000007446367,0.00001584464,0.0006105366,0.000008921627,0.00003087372,0.00005046319,0.00000159927,0.9221919,0.006803953,0.002447885,0.00009376489,0.06773678],"study_design_scores_gemma":[0.0006057092,0.0001489265,0.0009690802,0.00001208115,0.00003081208,0.00007299119,0.000006387722,0.9751955,0.001586949,0.02094175,0.0002106157,0.0002192153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7927114,0.002856745,0.1999787,0.0005043774,0.00004833806,0.0001706209,0.000005309284,0.003289059,0.00043545],"genre_scores_gemma":[0.9990357,0.0002159685,0.0006038115,0.00006915772,0.00003375272,0.000009785755,0.000002753236,0.00001538025,0.00001369951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2063243,"threshold_uncertainty_score":0.8568503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00828014726181586,"score_gpt":0.2296052655379413,"score_spread":0.2213251182761255,"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."}}