{"id":"W3158519358","doi":"10.1080/17461391.2021.1923813","title":"The need for a paradigm shift in the development of military exoskeletons","year":2021,"lang":"en","type":"article","venue":"European Journal of Sport Science","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"Defence Science and Technology Group","keywords":"Exoskeleton; Combatant; Computer science; Human–computer interaction; Task (project management); Variety (cybernetics); Engineering; Risk analysis (engineering); Simulation; Systems engineering; Artificial intelligence; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01781311,0.0008261273,0.00103909,0.001447846,0.0008280981,0.004670187,0.002714092,0.005829721,0.00694084],"category_scores_gemma":[0.01171619,0.000416405,0.001031788,0.000872627,0.004403879,0.01243917,0.002779319,0.007782731,0.003140955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508293,"about_ca_system_score_gemma":0.00633077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006292978,"about_ca_topic_score_gemma":0.001110256,"domain_scores_codex":[0.9947405,0.001574781,0.0004822153,0.0007184387,0.002122891,0.0003611316],"domain_scores_gemma":[0.9818872,0.00866759,0.001030486,0.000975549,0.005706584,0.001732597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002834653,0.0006238942,0.001468398,0.004662196,0.000069377,0.0003699049,0.001221436,0.002743971,0.01620357,0.3756211,0.03225123,0.5644815],"study_design_scores_gemma":[0.0001094818,0.001727108,0.00180259,0.004618316,0.00005497754,0.001714408,0.001961248,0.005499617,0.006404535,0.2031252,0.7728466,0.0001358139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01676521,0.2435741,0.2402932,0.4267925,0.01080016,0.0003089048,0.0002215436,0.0007525111,0.0604919],"genre_scores_gemma":[0.1462267,0.2926273,0.4430595,0.08164223,0.007131599,0.0008245464,0.0004200408,0.0004528818,0.02761526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01781311,"threshold_uncertainty_score":0.0942058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423215406949415,"score_gpt":0.2325954911379938,"score_spread":0.2183633370684996,"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."}}