{"id":"W1487089375","doi":"","title":"Investigating the applicability of biodynamic models to account for whole-body dynamics on automotive seats","year":2001,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Automotive industry; Cushion; Nonlinear system; Mechanism (biology); Vibration; Automotive engineering; Engineering; Whole body vibration; Structural engineering; Computer science; Aerospace engineering; Acoustics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006997625,0.0008339495,0.0004731689,0.0002918073,0.0003048698,0.0005802618,0.0009146843,0.0009497717,0.00213441],"category_scores_gemma":[0.002341028,0.0003040058,0.0008104108,0.0001708964,0.0003023086,0.0006032194,0.0005250679,0.0003898301,0.0004244984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003547725,"about_ca_system_score_gemma":0.0007507277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01846981,"about_ca_topic_score_gemma":0.01053619,"domain_scores_codex":[0.9998391,0.00005817027,0.000009057077,0.00002789207,0.00003775302,0.0000280579],"domain_scores_gemma":[0.9994147,0.0003701233,0.00004900717,0.00004372719,0.00009933615,0.00002315438],"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":[0.000143301,0.0001083226,0.003248857,0.0001556563,0.00005368385,0.0001318539,0.0001339165,0.9664791,0.01065465,0.002068452,0.0001372444,0.0166849],"study_design_scores_gemma":[0.00001303077,0.00009771514,0.0009119548,0.00001228272,0.00001880166,0.00001974338,0.00002741091,0.9972057,0.00106623,0.0003683956,0.0002504143,0.000008226255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6474215,0.001036863,0.341545,0.0004641401,0.0001139213,0.0002084863,0.000180396,0.0002850201,0.008744679],"genre_scores_gemma":[0.9832339,0.0006147919,0.01259515,0.00004600016,0.00002275128,0.00009287539,0.0000713583,0.000025708,0.003297497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01846981,"threshold_uncertainty_score":0.03672463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03338997059190459,"score_gpt":0.3108670840700838,"score_spread":0.2774771134781792,"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."}}