{"id":"W3154879496","doi":"10.3390/s21082780","title":"Vibration-Sensing Electronic Yarns for the Monitoring of Hand Transmitted Vibrations","year":2021,"lang":"en","type":"article","venue":"Sensors","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Trent University; Nottingham Trent University","keywords":"Vibration; Accelerometer; Yarn; Transducer; Acoustics; Textile; Engineering; Computer science; Materials science; Mechanical engineering; Electrical engineering; Composite material; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005890712,0.0004087558,0.0002854635,0.0004115906,0.0001325736,0.0002837548,0.0003614856,0.000577347,0.001212923],"category_scores_gemma":[0.0008526495,0.0002996818,0.00026548,0.0003204699,0.0002371396,0.0003402452,0.0002192287,0.0003428722,0.000386866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001406933,"about_ca_system_score_gemma":0.0001295802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002443311,"about_ca_topic_score_gemma":0.001022251,"domain_scores_codex":[0.9995313,0.000105606,0.0000270837,0.00008388272,0.0002245951,0.00002762489],"domain_scores_gemma":[0.9992864,0.0002674384,0.0002143408,0.00005511797,0.0001531505,0.00002361866],"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":[0.0001079729,0.00003149084,0.001381457,0.0002022188,0.000009099738,0.00006348404,0.0000491061,0.0003390776,0.982681,0.00008256902,0.00005799946,0.01499444],"study_design_scores_gemma":[0.00002453826,0.002384591,0.04216852,0.0001049834,0.0000698598,0.00150439,0.0002279644,0.008085025,0.9397582,0.0001762969,0.005447824,0.00004775706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8530763,0.009035673,0.133757,0.0001944768,0.0002375861,0.0001965678,0.0002664245,0.0003907044,0.002845276],"genre_scores_gemma":[0.894875,0.002884237,0.09906888,0.0001027463,0.00003715304,0.00009544798,0.000104816,0.00003163004,0.002800159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001212923,"threshold_uncertainty_score":0.004057646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790501835292813,"score_gpt":0.2919474810473947,"score_spread":0.2740424626944666,"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."}}