{"id":"W3092275379","doi":"10.1371/journal.pone.0239852","title":"Influence of running shoes on muscle activity","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Barefoot; Biceps; Peroneus longus; Ankle; Ground reaction force; Anatomy; Vastus medialis; Physical medicine and rehabilitation; Running economy; Kinematics; Medicine; Electromyography; Internal medicine; Physics","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":[0.0002127106,0.0003248896,0.0002686291,0.0002207619,0.000210695,0.0004081211,0.00009304544,0.0001981653,0.001837833],"category_scores_gemma":[0.000616101,0.0001358286,0.0002264417,0.0001575402,0.0002920531,0.0001519062,0.000349944,0.000222596,0.0002185373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007082516,"about_ca_system_score_gemma":0.0001184128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008862435,"about_ca_topic_score_gemma":0.002244073,"domain_scores_codex":[0.9997337,0.00007971589,0.00002052802,0.0000711806,0.00003688538,0.00005799792],"domain_scores_gemma":[0.999686,0.00009396716,0.0000552318,0.00003383956,0.00005276311,0.00007820237],"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":[0.007844971,0.0004058456,0.09553581,0.0004504998,0.0002999124,0.0004981051,0.0003823758,0.0005893536,0.8703117,0.0000777785,0.0001329856,0.0234706],"study_design_scores_gemma":[0.00003462766,0.003706378,0.9579332,0.00003195116,0.000102658,0.0002482806,0.0007465518,0.0008900722,0.03548186,0.0001028973,0.0007030207,0.00001854428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990401,0.0002654806,0.0002224357,0.00001304444,0.00001347103,0.000006390273,0.00006749342,0.000004114719,0.0003675729],"genre_scores_gemma":[0.9988534,0.0001887785,0.0002362975,0.00002418415,0.000006147975,0.00001170051,0.0001143446,0.000005382315,0.0005596803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001837833,"threshold_uncertainty_score":0.0061481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05575825550013983,"score_gpt":0.2027127649288365,"score_spread":0.1469545094286967,"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."}}