{"id":"W2732349830","doi":"","title":"Evaluation of Novel Seat Cushions to Mitigate Helicopter Aircrew Exposure to Vibration","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aircrew; Aeronautics; Crew; Engineering; Forensic 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009462227,0.0001146782,0.0002115907,0.0002165491,0.0000475683,0.00002404619,0.00007427509,0.0000811602,0.001958056],"category_scores_gemma":[0.0008212902,0.0001032698,0.00004902437,0.0003405254,0.00001690386,0.000214866,0.00003259402,0.0000956873,0.0007718211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001355126,"about_ca_system_score_gemma":0.0002878454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005161704,"about_ca_topic_score_gemma":0.00004593006,"domain_scores_codex":[0.9981291,0.000115654,0.0003259989,0.0002385917,0.0009833692,0.0002072981],"domain_scores_gemma":[0.997927,0.0000792144,0.00006977796,0.0003721826,0.001191711,0.0003600931],"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":[0.00003768828,0.000188694,0.001206484,0.00008008131,0.00002350287,3.45832e-7,0.0006821574,0.0006733093,0.9544535,0.0005179786,0.01157473,0.03056151],"study_design_scores_gemma":[0.007438839,0.005562576,0.3738019,0.001031319,0.0004153609,0.00002666237,0.0004548957,0.05389554,0.5528812,0.001476722,0.002471888,0.000543119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430327,0.00002046401,0.01087804,0.03180879,0.0001559146,0.002809141,0.00001123411,0.00005886134,0.01122482],"genre_scores_gemma":[0.9674387,0.00000258069,0.02677087,0.005035229,0.0001679324,0.0002610205,0.0000314352,0.00002099053,0.0002712419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4015723,"threshold_uncertainty_score":0.9989543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04966571839125309,"score_gpt":0.3488975906638314,"score_spread":0.2992318722725783,"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."}}