{"id":"W41158240","doi":"10.5555/2349508.2349509","title":"EGR design using AHDL+CFD","year":2009,"lang":"en","type":"article","venue":"Summer Computer Simulation Conference","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Valve actuator; Modular design; Engineering; Computational fluid dynamics; Automotive engineering; Mechanical engineering; Computer science; Simulation; Ball valve; Aerospace 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":[0.0005836121,0.0005768088,0.0009104675,0.0006704716,0.0006629754,0.001304266,0.001310913,0.001192527,0.008271657],"category_scores_gemma":[0.0007763766,0.0005529831,0.0008886483,0.0003231172,0.0004407443,0.0005935514,0.0008365035,0.0008693757,0.001770831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009091868,"about_ca_system_score_gemma":0.001929786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00790215,"about_ca_topic_score_gemma":0.005314022,"domain_scores_codex":[0.9996703,0.00005669274,0.00001871949,0.000042143,0.0001711346,0.00004105737],"domain_scores_gemma":[0.999733,0.00007987495,0.00002503172,0.00003767212,0.0001081182,0.00001628993],"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":[0.00003395925,0.00003657017,0.0004064826,0.0001232211,0.00001651892,0.0001025515,0.00007893164,0.9620389,0.007290417,0.01002427,0.001234798,0.01861335],"study_design_scores_gemma":[0.0000130326,0.00001687897,0.00005959955,0.000009614028,0.000004345316,0.0000184758,0.00001313206,0.9908987,0.002179272,0.0009329194,0.005845359,0.000008699145],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0232313,0.0001618318,0.9450694,0.0002514353,0.0001158025,0.0003051998,0.0006601492,0.002891613,0.02731316],"genre_scores_gemma":[0.440423,0.0004583567,0.5300596,0.0001761036,0.00004585874,0.001057823,0.0008832795,0.0008078666,0.02608822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008271657,"threshold_uncertainty_score":0.02767146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122363182503827,"score_gpt":0.2898460178789909,"score_spread":0.1776096996286082,"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."}}