{"id":"W4399595191","doi":"10.4271/2024-01-2962","title":"Application of a Seat Transmissibility Approach to Experience Measured or Predicted Seat-Rail Vibration in a Multi-Attribute Simulator","year":2024,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bentley (Canada)","funders":"","keywords":"Vibration; Automotive industry; Process (computing); Context (archaeology); Computer science; Interface (matter); Virtual prototyping; Noise (video); Simulation; Engineering; Transmissibility (structural dynamics); Automotive engineering; Artificial intelligence; Acoustics","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":[0.0008447974,0.0004368016,0.0001927197,0.0004925747,0.0001423304,0.0007835956,0.0006055454,0.0003873384,0.003358883],"category_scores_gemma":[0.003147179,0.000211258,0.0003857673,0.0001714553,0.0002596534,0.0005089415,0.0007832447,0.000423579,0.0003455693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003226321,"about_ca_system_score_gemma":0.0003113648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112699,"about_ca_topic_score_gemma":0.002011354,"domain_scores_codex":[0.999642,0.0001167294,0.00002477101,0.00006318819,0.0001294327,0.00002386903],"domain_scores_gemma":[0.9990696,0.0005013971,0.00006563365,0.0001056933,0.0001994397,0.00005821854],"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":[0.001363868,0.001070873,0.02789516,0.0004891035,0.0001610966,0.0005506801,0.004730251,0.3818454,0.267164,0.006937684,0.0008524485,0.3069394],"study_design_scores_gemma":[0.00003982701,0.001128618,0.01381432,0.00002587873,0.00005245867,0.0001795552,0.000662169,0.9525983,0.02858852,0.001411637,0.00144219,0.00005655056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3996626,0.00001978767,0.5932854,0.00005788061,0.00001664642,0.000256935,0.0001342107,0.001043029,0.00552356],"genre_scores_gemma":[0.9232588,0.00002150968,0.07526068,0.00001097285,0.000002695784,0.00008735403,0.00008255604,0.00004794492,0.001227491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003358883,"threshold_uncertainty_score":0.01123655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03900430651154779,"score_gpt":0.3385245230248503,"score_spread":0.2995202165133025,"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."}}