{"id":"W4295706258","doi":"10.1155/2022/9692949","title":"Four-Channel Vibrating Testbed Design for Full Vehicle Durability Simulation","year":2022,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Tianjin City","keywords":"Testbed; Bogie; Computer science; Simulation; SIGNAL (programming language); Transfer function; Software; Signal processing; Channel (broadcasting); Systems design; Engineering; Computer hardware; Mechanical engineering; Digital signal processing; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0006585199,0.0004769623,0.0004482045,0.0004991964,0.0002917398,0.0004361689,0.001082813,0.0005613648,0.002926228],"category_scores_gemma":[0.0008102776,0.0002404099,0.0004390133,0.0001757384,0.0003960738,0.0007567598,0.0006679001,0.0003522065,0.0003507844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000410969,"about_ca_system_score_gemma":0.0006661754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001329338,"about_ca_topic_score_gemma":0.0007560242,"domain_scores_codex":[0.9995885,0.00008937671,0.00002986,0.0000639933,0.0001659634,0.00006217734],"domain_scores_gemma":[0.9996042,0.00009297849,0.00003983072,0.00007812352,0.0001262277,0.00005876245],"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":[0.0005847884,0.0003726784,0.0089361,0.0005000229,0.00008002724,0.0006487806,0.000240934,0.6104839,0.2618798,0.01292696,0.002260747,0.1010853],"study_design_scores_gemma":[0.00007342708,0.0008759129,0.002941313,0.00002343717,0.00004195176,0.000179767,0.00007755742,0.9277683,0.06076809,0.001415772,0.005773989,0.00006050208],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1387174,0.0001374408,0.853016,0.0001015266,0.0001252608,0.0003355578,0.00020716,0.002224754,0.005135001],"genre_scores_gemma":[0.922316,0.0001106159,0.07452311,0.00002726766,0.00001152883,0.0004475612,0.0002158833,0.00005550626,0.002292393],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002926228,"threshold_uncertainty_score":0.009789228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02691242521864485,"score_gpt":0.2465785081952023,"score_spread":0.2196660829765575,"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."}}