{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001009527,0.000106371,0.00009288694,0.00007783163,0.00009829476,0.00001801766,0.0001338899,0.00008049067,0.002376123],"category_scores_gemma":[0.00001638784,0.00008408455,0.0000822628,0.00005100744,0.00005952067,0.000138022,0.000028205,0.00004158116,0.001374818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007264866,"about_ca_system_score_gemma":0.0000442818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006151073,"about_ca_topic_score_gemma":0.00008337166,"domain_scores_codex":[0.9992563,0.00002795448,0.0002203458,0.0002521973,0.00006075949,0.0001824599],"domain_scores_gemma":[0.9995297,0.00004947542,0.00008072817,0.0002396859,0.00003718734,0.00006323204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001706909,0.0001292592,0.02298922,0.00000331621,0.0000667615,9.379909e-7,0.0001046882,0.00002150236,0.005717097,0.9115576,0.01406869,0.0451702],"study_design_scores_gemma":[0.0008349802,0.00006228788,0.9640222,0.000006101504,0.000007895004,0.000001723113,0.0000337635,0.00002017635,0.00008946507,0.005704192,0.0290254,0.000191881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400441,0.00002551965,0.004967704,0.0004194473,0.000642202,0.0001218902,0.00004970938,0.00006229493,0.05366713],"genre_scores_gemma":[0.9942766,0.000005029459,0.0004640061,0.000429135,0.0002088607,0.00004468753,0.00004570894,0.0000211363,0.00450477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9410329,"threshold_uncertainty_score":0.9994027,"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."}}