{"id":"W2990698625","doi":"10.1115/detc2019-97581","title":"Self-Starting Cogging-Torque-Assisted Motor Drive for Use in a Heavy-Duty Diesel Engine","year":2019,"lang":"en","type":"article","venue":"","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Turbocharger; Automotive engineering; Camshaft; Torque; Rotor (electric); Damper; Diesel engine; Engineering; Electromagnetic coil; Common rail; Computer science; Control theory (sociology); Mechanical engineering; Control engineering; Electrical engineering; Gas compressor","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":[0.0002724764,0.0001986914,0.0003515136,0.000115993,0.00003028821,0.00005492113,0.0001230032,0.0001079949,0.00008600083],"category_scores_gemma":[0.00006857788,0.0001813151,0.00008455715,0.0001630839,0.000007742218,0.0002038354,0.00002331623,0.0001170336,0.0001369997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407172,"about_ca_system_score_gemma":0.0000187474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001796968,"about_ca_topic_score_gemma":0.0001930789,"domain_scores_codex":[0.9988019,0.00002625974,0.0004290622,0.0002085133,0.0001377013,0.000396566],"domain_scores_gemma":[0.9991679,0.0003807052,0.00004219376,0.0002768275,0.00004102218,0.00009138761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004498815,0.001218827,0.4967199,0.02019682,0.002586344,0.0001141513,0.04163992,0.2585686,0.07761189,0.00692891,0.05173131,0.04223351],"study_design_scores_gemma":[0.001049846,0.00005739371,0.005449188,0.0001624265,0.00001313716,0.000004604143,0.0003790247,0.979683,0.0009094388,0.0000255871,0.01195053,0.0003158536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669001,0.0001064761,0.02461108,0.00006066461,0.0007253508,0.001287399,0.0000210476,0.000844774,0.005443158],"genre_scores_gemma":[0.9872183,0.000008478815,0.0112246,0.00007509928,0.00008356897,0.0001287254,0.00001311142,0.00005384458,0.001194237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7211144,"threshold_uncertainty_score":0.7393814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01498168891050071,"score_gpt":0.2155523307339161,"score_spread":0.2005706418234154,"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."}}