{"id":"W1966534269","doi":"10.1051/meca/2014060","title":"Modal parameters of the human hand-arm using finite element and operational modal analysis","year":2014,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Finite element method; Modal; Natural frequency; Modal analysis; Operational Modal Analysis; Vibration; Boundary value problem; Transmissibility (structural dynamics); Modal testing; Harmonic; Structural engineering; Modal analysis using FEM; Computer science; Acoustics; Mathematical analysis; Mathematics; Physics; Engineering; Vibration isolation; Materials science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005664743,0.0001217877,0.0002815806,0.000140081,0.0002119913,0.00003000404,0.00009128737,0.0002300624,0.0001131062],"category_scores_gemma":[0.0001932471,0.00009292117,0.00009240813,0.0003390382,0.00004209378,0.00006323914,0.00007115959,0.000442562,0.000001112547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006866117,"about_ca_system_score_gemma":0.0001303107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001523241,"about_ca_topic_score_gemma":0.00003095357,"domain_scores_codex":[0.9987814,0.0001333432,0.0003249986,0.0002169395,0.0003679756,0.000175315],"domain_scores_gemma":[0.9991747,0.00009870077,0.0001550837,0.0003250723,0.0001303787,0.0001161052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003293702,0.001823155,0.226947,0.0007964285,0.00378224,0.00001678081,0.00231689,0.2087077,0.4103487,0.1341102,0.0009709865,0.009850604],"study_design_scores_gemma":[0.001281671,0.0004117436,0.006076482,0.00009980958,0.0007189261,0.000008882532,0.0001413701,0.919615,0.07009473,0.001304489,0.00009519933,0.000151751],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652208,0.00002032102,0.03287001,0.001387537,0.00008336665,0.0002998402,0.00001610663,0.0000128384,0.00008918581],"genre_scores_gemma":[0.9947039,0.000001968933,0.003773509,0.001315901,0.00008508912,0.000009161207,0.00002735638,0.00001326716,0.00006987678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7109072,"threshold_uncertainty_score":0.3789216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886626113682518,"score_gpt":0.3241196827211535,"score_spread":0.2852534215843284,"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."}}