{"id":"W4416371830","doi":"10.2316/j.2026.206-1290","title":"OPTIMISATION OF SPORTS REHABILITATION TRAINING SYSTEM BASED ON COMPUTER VISION TECHNOLOGY AND ROBOT COLLABORATION MECHANISM. 335-347","year":2025,"lang":"en","type":"article","venue":"International Journal of Robotics and Automation","topic":"Advanced Computing and Algorithms","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mechanism (biology); Training (meteorology); Robot; Training system; Rehabilitation; Machine vision","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000688892,0.00006784003,0.0001482167,0.0005905272,0.0001291891,0.00006942115,0.00009196385,0.00008069599,0.00000207788],"category_scores_gemma":[0.0001865684,0.00006572362,0.00002893853,0.0002964656,0.00007647595,0.0001800625,0.00001745952,0.00007989968,1.389884e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267605,"about_ca_system_score_gemma":0.0001294105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004730891,"about_ca_topic_score_gemma":0.000002091499,"domain_scores_codex":[0.9989458,0.00007888471,0.0004008765,0.0001051977,0.0003986993,0.00007056687],"domain_scores_gemma":[0.9984804,0.0002242364,0.0004771604,0.00004786765,0.0007418705,0.00002841171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000568243,0.00005558434,0.0003833891,0.00003875031,0.00002868663,0.000005867613,0.001957651,0.4062621,0.0007735079,0.3603194,0.00002791625,0.2300904],"study_design_scores_gemma":[0.0007739543,0.000369744,0.003948043,0.001241767,0.00002753597,0.00001054975,0.004472404,0.9655402,0.0003899943,0.0230074,0.0001293989,0.00008896334],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2135982,0.00005467925,0.7773598,0.007317266,0.001141167,0.0001444059,0.000002345309,0.00004301593,0.0003390908],"genre_scores_gemma":[0.8612399,0.00001635247,0.1385786,0.0000447267,0.00009825468,9.704502e-7,0.000003216124,0.000003351072,0.00001464178],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6476417,"threshold_uncertainty_score":0.2680132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006897886096457237,"score_gpt":0.3017190223122433,"score_spread":0.294821136215786,"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."}}