{"id":"W3176861528","doi":"10.4050/jahs.62.022004","title":"Evaluation of Aircrew Whole-Body Vibration Exposure on a Canadian CH-147F Chinook Helicopter","year":2017,"lang":"en","type":"article","venue":"Journal of the American Helicopter Society","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aircrew; Chinook wind; Aeronautics; Environmental science; Whole body vibration; Marine engineering; Engineering; Vibration; Acoustics; Fishery; Biology; Physics; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002688546,0.000212413,0.0005831847,0.0001253442,0.0004535078,0.00008750211,0.0004939006,0.00009578718,0.0000882423],"category_scores_gemma":[0.0007818181,0.0001444219,0.0005935077,0.0001685692,0.00033152,0.0003686766,0.00005600571,0.0005564045,0.00002278954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007000048,"about_ca_system_score_gemma":0.002034443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004867765,"about_ca_topic_score_gemma":0.001373806,"domain_scores_codex":[0.996837,0.0003851778,0.0006783597,0.0002050226,0.001584771,0.000309707],"domain_scores_gemma":[0.9951606,0.0001005147,0.002214308,0.0009883537,0.001164348,0.0003718413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001816169,0.00170976,0.3364773,0.0006846894,0.003258563,0.00004532322,0.01481193,0.001945854,0.2430199,0.0003949867,0.07179515,0.3240403],"study_design_scores_gemma":[0.003507922,0.003007191,0.9683709,0.0007536719,0.0006732683,0.0001219434,0.0006035836,0.003354793,0.01567424,0.0001015861,0.003608418,0.0002225246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676313,0.0002580106,0.0001531237,0.02928987,0.0005176459,0.0006286717,0.00001758834,0.00001036297,0.001493425],"genre_scores_gemma":[0.9889637,0.0001680013,0.001353509,0.008672178,0.0007108549,0.0000101914,0.000004226998,0.0000309924,0.00008641175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6318935,"threshold_uncertainty_score":0.7358637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03477058420363065,"score_gpt":0.3521484268444754,"score_spread":0.3173778426408447,"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."}}