{"id":"W7039468604","doi":"","title":"Modeling and simulation of automotive gas exchange valve solenoid actuators","year":2003,"lang":"en","type":"article","venue":"","topic":"Cancer and biochemical research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permission; Automotive industry; Modeling and simulation; Actuator; Solenoid valve; Solenoid","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003371453,0.0006686645,0.0008180006,0.000446993,0.0007162829,0.001297453,0.00132397,0.001629768,0.005522046],"category_scores_gemma":[0.0008386903,0.0006276371,0.0008128893,0.0003010164,0.000504291,0.0005940993,0.0006341315,0.0006268827,0.0006744919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008580915,"about_ca_system_score_gemma":0.001707508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02287979,"about_ca_topic_score_gemma":0.01155025,"domain_scores_codex":[0.9998327,0.00002975806,0.00001029921,0.00002230188,0.00006329368,0.00004156697],"domain_scores_gemma":[0.9996824,0.0001440064,0.00003068156,0.00002701064,0.00007280733,0.00004317322],"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":[0.00003639853,0.00001588526,0.0003298788,0.00002450272,0.000007127332,0.00004718273,0.00001898095,0.9958814,0.0009987069,0.001071663,0.0001332491,0.001435001],"study_design_scores_gemma":[0.000007199407,0.00001417599,0.0001073757,0.00000264072,0.000002802889,0.000005371525,0.000008366324,0.9988342,0.000324395,0.0002094701,0.000480825,0.00000317403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5529872,0.001478543,0.337934,0.001066963,0.0004278416,0.0003269724,0.001470975,0.002453772,0.1018538],"genre_scores_gemma":[0.9743454,0.000286547,0.01378715,0.00003491223,0.00001357436,0.0001440305,0.0002616962,0.0000873439,0.01103934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02287979,"threshold_uncertainty_score":0.04549319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087490439840294,"score_gpt":0.3128931858973053,"score_spread":0.2920182814989024,"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."}}