{"id":"W4388454119","doi":"10.1002/bin.1990","title":"The effects of video feedback on running form","year":2023,"lang":"en","type":"article","venue":"Behavioral Interventions","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Video feedback; Task (project management); Psychology; Intervention (counseling); Multiple baseline design; Variety (cybernetics); Physical medicine and rehabilitation; Computer science; Applied psychology; Multimedia; Cognitive psychology; Artificial intelligence; Medicine","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":[0.0001042675,0.00007727075,0.00008592236,0.00008117838,0.00009160175,0.00002994622,0.000152053,0.00004464897,0.00005585213],"category_scores_gemma":[0.00002628225,0.00005799364,0.0002214969,0.0002291421,0.00002566751,0.00004379173,0.00005265115,0.00009557672,0.0001300208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002075709,"about_ca_system_score_gemma":0.000002535469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007692885,"about_ca_topic_score_gemma":0.0000404202,"domain_scores_codex":[0.999496,0.000008764422,0.0001749405,0.00007657575,0.00008367362,0.0001600907],"domain_scores_gemma":[0.9996501,0.00009206896,0.0000268413,0.000187727,0.00001985192,0.00002342409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003823896,0.0007094567,0.001748075,0.00205417,0.0002210981,0.000161341,0.002044267,0.001499946,0.09362052,0.01607457,0.3201872,0.5616412],"study_design_scores_gemma":[0.006812803,0.009771261,0.2631107,0.01942234,0.001415564,0.0000755755,0.00656757,0.05108009,0.4063918,0.03500481,0.1960843,0.004263115],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968256,0.0002475962,0.0002457932,0.00004905169,0.001362202,0.0001785664,0.00008257479,0.0004389352,0.0005696932],"genre_scores_gemma":[0.9985384,0.00007764321,0.00007936232,0.000003234003,0.00001875227,0.00007028745,0.00003698536,0.0000161373,0.001159176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5573781,"threshold_uncertainty_score":0.2364912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0520243952718629,"score_gpt":0.3208885835319751,"score_spread":0.2688641882601122,"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."}}