{"id":"W4299504470","doi":"","title":"A method and a tool for fast transient simulation of electromechanical devices: application to linear actuators","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Real-time simulation and control systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Diagnosis and Research on Alzheimer's Disease","funders":"","keywords":"Transient (computer programming); Transient analysis; Actuator; Computer science; Transient response; Control engineering; Control theory (sociology); Engineering; Electrical engineering; Artificial intelligence","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002839911,0.0002809964,0.000460201,0.0002008908,0.0001054826,0.0001228031,0.0003991768,0.0003708772,0.00001732215],"category_scores_gemma":[0.0003775436,0.0003035023,0.0001711037,0.0002412342,0.00003121335,0.00009120688,0.0001296423,0.0003648715,0.000005681974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006872262,"about_ca_system_score_gemma":0.00007656857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001446703,"about_ca_topic_score_gemma":0.000408214,"domain_scores_codex":[0.9975641,0.00076168,0.0006579641,0.0005024632,0.0002662604,0.0002474825],"domain_scores_gemma":[0.9961912,0.001405998,0.0002491031,0.0009285036,0.0010733,0.0001518923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007422767,0.0002414422,0.0001380759,0.001109934,0.0002203046,2.732172e-7,0.008541382,0.3624164,0.09981706,0.01740818,0.00005111987,0.5099816],"study_design_scores_gemma":[0.0004944895,0.000001072852,0.0004386193,0.0003194775,0.0000572665,0.00000127135,0.00002985242,0.9713932,0.01916606,0.0008644325,0.006963701,0.0002705771],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06641525,0.0001171203,0.9300789,0.000547274,0.00009060183,0.001527344,0.000065701,0.0002108197,0.0009470319],"genre_scores_gemma":[0.8868524,0.00002719043,0.1123211,0.00002963552,0.00003155743,0.0003125305,0.0002078578,0.00005423976,0.0001634506],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8204371,"threshold_uncertainty_score":0.9999417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009262384490954848,"score_gpt":0.251882452906637,"score_spread":0.2426200684156821,"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."}}