{"id":"W2262878698","doi":"10.4271/2008-36-0593","title":"Powertrain NVH: Strategic Damping & Isolation Approaches","year":2008,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Mechanical Failure Analysis and Simulation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"EaglePicher (Canada)","funders":"","keywords":"Noise, vibration, and harshness; Powertrain; Automotive engineering; Computer science; Physics; Engineering; Acoustics; Vibration; Torque","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":[0.0006528248,0.0008163166,0.00101758,0.0002892205,0.0004760954,0.0001193482,0.0007402922,0.0009904779,0.0007894671],"category_scores_gemma":[0.0002959609,0.0007271715,0.0006141473,0.001072863,0.0004032826,0.000593107,0.0001609714,0.001337016,0.0002973383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002788709,"about_ca_system_score_gemma":0.00006161112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002203073,"about_ca_topic_score_gemma":0.0259826,"domain_scores_codex":[0.9955832,0.0001575342,0.001302434,0.00106036,0.0009553045,0.0009411175],"domain_scores_gemma":[0.9975988,0.0003955388,0.000163368,0.001332846,0.00008824091,0.0004212606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00008781273,0.0002161891,0.0001350793,0.00005549286,0.00008991315,0.00003161168,0.00004371057,0.004039372,0.9640043,0.0288001,0.001236934,0.001259495],"study_design_scores_gemma":[0.0009114193,0.0006315631,0.956982,0.0001922412,0.000163381,0.0001767367,0.0001110506,0.00006221912,0.0001771924,0.006935847,0.0320915,0.001564836],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8625884,0.0007092499,0.0001744988,0.002076504,0.0003585448,0.001229692,0.0000494262,0.006474316,0.1263394],"genre_scores_gemma":[0.9915182,0.0003589701,0.006477742,0.0005033304,0.0002387804,0.0001443466,0.000198119,0.0001547636,0.0004057474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9638271,"threshold_uncertainty_score":0.9995179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04747818574114744,"score_gpt":0.2403740406587551,"score_spread":0.1928958549176077,"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."}}