{"id":"W4401804143","doi":"10.4050/f-0080-2024-1041","title":"Development and Flight Demonstration of An Active Seat Mount System for Aircrew Whole-Body Vibration Mitigation on NRC Bell-412 Helicopter","year":2024,"lang":"en","type":"article","venue":"","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Aircrew; Aeronautics; Mount; Vibration; Aerospace engineering; Engineering; Automotive engineering; Computer science; Mechanical engineering; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004615496,0.0001597948,0.0002347614,0.000207941,0.0001116024,0.00005756705,0.00003157355,0.0001294262,0.00001733953],"category_scores_gemma":[0.00004118265,0.0001306823,0.00003871713,0.0001423894,0.00003067996,0.0004706454,0.00000975004,0.00009792705,0.00002318289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005160514,"about_ca_system_score_gemma":0.0003984064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001838122,"about_ca_topic_score_gemma":0.00006526906,"domain_scores_codex":[0.9986269,0.00006453088,0.0004156535,0.0003385294,0.0003983974,0.0001559781],"domain_scores_gemma":[0.9991949,0.0001607948,0.00008754522,0.0001594965,0.0002530541,0.0001442704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001228602,0.0003764989,0.0003417612,0.008228173,0.0002390335,0.0000153206,0.00374725,0.0001280245,0.8119053,0.08058651,0.0007645349,0.09243903],"study_design_scores_gemma":[0.001023261,0.00121479,0.005859411,0.001067211,0.00007100285,0.0000257426,0.0007605936,0.04150555,0.9465546,0.00003710683,0.001737425,0.0001432749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545947,0.0001027044,0.03769677,0.002937257,0.0002271494,0.002106462,0.00002321345,0.0002085098,0.00210318],"genre_scores_gemma":[0.9809089,0.000006906002,0.01787714,0.0003389334,0.0001680513,0.0001606231,0.000295492,0.00002622846,0.0002177027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1346494,"threshold_uncertainty_score":0.532907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588197271221717,"score_gpt":0.3100629586829615,"score_spread":0.2941809859707443,"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."}}