{"id":"W2594888378","doi":"10.3233/oer-160242","title":"Human Vibration","year":2016,"lang":"en","type":"article","venue":"Occupational Ergonomics","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vibration; Computer science; Structural engineering; Engineering; Acoustics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001058352,0.001174642,0.0006924113,0.001732175,0.001542334,0.005021957,0.001531763,0.003101573,0.2753155],"category_scores_gemma":[0.004183424,0.0003118692,0.0006287984,0.001643893,0.001391084,0.002837029,0.003476512,0.00185127,0.1491306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252493,"about_ca_system_score_gemma":0.001729217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002201776,"about_ca_topic_score_gemma":0.00220157,"domain_scores_codex":[0.9981567,0.0002707439,0.0001123682,0.0003585451,0.0009037778,0.0001979638],"domain_scores_gemma":[0.9981369,0.0002976301,0.0001111196,0.0003215026,0.0009243011,0.0002085812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001435526,0.00004528146,0.0009710629,0.0009069931,0.00002263905,0.0002812724,0.0005158584,0.0003728347,0.002914642,0.03306882,0.598017,0.3627401],"study_design_scores_gemma":[0.000007084099,0.00003789569,0.0008952259,0.0002902247,0.000005342424,0.0003612706,0.0002278005,0.0001362116,0.0004531476,0.004096591,0.9934731,0.00001613039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0027766,0.02295009,0.01719632,0.01054582,0.02292303,0.0003422947,0.003554835,0.002297109,0.9174139],"genre_scores_gemma":[0.05530671,0.02458218,0.008783969,0.008185733,0.006375189,0.0003925333,0.005061033,0.0007044211,0.8906082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2753155,"threshold_uncertainty_score":0.921022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510409437893653,"score_gpt":0.3203027139985857,"score_spread":0.2951986196196492,"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."}}