{"id":"W2011748057","doi":"10.2486/indhealth.46.550","title":"Energy Absorption of Seated Occupants Exposed to Horizontal Vibration and Role of Back Support Condition","year":2008,"lang":"en","type":"article","venue":"Industrial Health","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Vibration; Acceleration; Physics; Whole body vibration; Random vibration; Structural engineering; Acoustics; Engineering; Classical mechanics","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":[0.0003651308,0.0001199107,0.0004419665,0.0002202801,0.00007019562,0.000003433451,0.00003753752,0.0001963104,0.0001783518],"category_scores_gemma":[0.00009438171,0.0001192683,0.0000389046,0.0002639838,0.0000620018,0.0001229297,0.00001525625,0.0001410331,0.00001285553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138702,"about_ca_system_score_gemma":0.001047776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001293803,"about_ca_topic_score_gemma":0.0000904789,"domain_scores_codex":[0.9984085,0.0001682583,0.0006587366,0.0002161731,0.0003286002,0.000219731],"domain_scores_gemma":[0.9988996,0.00008317749,0.0003532726,0.0001746442,0.0001492152,0.0003400274],"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":[0.01458765,0.00222407,0.1325801,0.001142972,0.0001936662,0.00004820297,0.005082971,0.0001069315,0.6075786,0.002669551,0.06430086,0.1694845],"study_design_scores_gemma":[0.01898307,0.03535641,0.1718803,0.0008669444,0.00006019341,0.000258806,0.0007497367,0.001601403,0.7644794,0.0001267082,0.005205496,0.0004315331],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967384,0.00005110156,0.0003806569,0.001328953,0.0001519504,0.0008141311,0.00006570656,0.00003115749,0.0004379918],"genre_scores_gemma":[0.997994,0.00006925719,0.000455627,0.0007454582,0.0002719822,0.0000121925,0.0003475777,0.00001626879,0.00008762931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1690529,"threshold_uncertainty_score":0.4863619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06645277706091883,"score_gpt":0.3299043704738699,"score_spread":0.2634515934129511,"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."}}