{"id":"W2007052212","doi":"10.1016/j.apergo.2006.05.002","title":"A three-dimensional computerized isometric strength measurement system","year":2006,"lang":"en","type":"article","venue":"Applied Ergonomics","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; Université de Moncton","funders":"","keywords":"Isometric exercise; Workspace; Push and pull; Computer science; Measure (data warehouse); Simulation; Engineering; Mechanical engineering; Physical therapy; Database; Medicine; Artificial intelligence","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":[0.0001062654,0.0001721566,0.0002098166,0.0002189483,0.00009133247,0.00003106852,0.0000990714,0.000052395,0.000007409633],"category_scores_gemma":[0.000001448201,0.0001788973,0.00006384947,0.0003769069,0.0000177121,0.00003507379,0.00002547204,0.00009257667,0.00001607636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002373256,"about_ca_system_score_gemma":0.00001153296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000445884,"about_ca_topic_score_gemma":0.00004820782,"domain_scores_codex":[0.9991437,0.000003792537,0.0002490877,0.0001723068,0.0001768023,0.0002543148],"domain_scores_gemma":[0.999685,0.00002896603,0.00003987211,0.0001693367,0.0000361111,0.00004073041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003538311,0.0004616739,0.001841748,0.0006788545,0.001535088,0.000008107151,0.0001197062,0.3612796,0.1065196,0.1490554,0.07548578,0.3026606],"study_design_scores_gemma":[0.007509838,0.0001396103,0.5451789,0.0001198717,0.0001949037,0.00001471785,0.0001499817,0.3617973,0.0316022,0.00115482,0.04954653,0.00259135],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9348971,0.0006204636,0.04641195,0.00002674018,0.0004745702,0.0004101087,0.00001033796,0.001189881,0.01595885],"genre_scores_gemma":[0.9957107,0.00000698997,0.003989606,0.0000244603,0.0001694733,0.00005196128,0.00001497086,0.00002869577,0.000003157153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5433371,"threshold_uncertainty_score":0.7295221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101297902582954,"score_gpt":0.1701508733755162,"score_spread":0.1591378943496866,"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."}}