{"id":"W4243495258","doi":"10.22215/etd/2012-07148","title":"Design, prototyping, validation, and testing of a wearable surface electromyography acquisition system","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Thoracic Society; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Wearable computer; Computer science; Engineering; Embedded system","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":[0.0004042608,0.0002356895,0.0003243572,0.0001694022,0.0000885289,0.0000276202,0.0001039881,0.0002951889,0.0002011721],"category_scores_gemma":[0.0000141037,0.0002347693,0.00008338484,0.0002722309,0.0000234945,0.00009569273,0.000008497994,0.0001567503,0.00002684002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002595197,"about_ca_system_score_gemma":0.00005193577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006334335,"about_ca_topic_score_gemma":0.00002754297,"domain_scores_codex":[0.998713,0.0001360489,0.000400528,0.0003359978,0.0001110866,0.0003034102],"domain_scores_gemma":[0.9990249,0.00009830788,0.0003916952,0.0002321446,0.0001887672,0.00006424583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004678628,0.002792588,0.1061133,0.03281904,0.00583049,0.000009028379,0.02407452,0.0005170021,0.4861579,0.2057451,0.006974608,0.1242878],"study_design_scores_gemma":[0.005222756,0.00310983,0.8690747,0.004962491,0.001904256,0.00006501906,0.02489952,0.001120593,0.08049919,0.003615569,0.001563569,0.003962491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8945983,0.00410874,0.001960263,0.000007574372,0.0004680387,0.00204202,0.000006702423,0.0001233489,0.09668498],"genre_scores_gemma":[0.9929621,0.00003998555,0.003462682,0.000008639351,0.0000440591,0.0002423542,0.0002272368,0.00005693804,0.002956064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7629614,"threshold_uncertainty_score":0.9573613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055355179531954,"score_gpt":0.2813746350870418,"score_spread":0.2608210832917223,"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."}}