{"id":"W4400856790","doi":"10.2196/58411","title":"Effect of Elastic Resistance on Exercise Intensity and User Satisfaction While Playing the Active Video Game BoxVR in Immersive Virtual Reality: Empirical Study","year":2024,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immersion (mathematics); Virtual reality; Intensity (physics); Exercise intensity; Repeated measures design; Video game; Physical therapy; Psychology; Simulation; Computer science; Multimedia; Human–computer interaction; Medicine; Heart rate; Mathematics; Statistics","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":[0.0005396716,0.0001889935,0.0003232102,0.0001541807,0.0001109684,0.000166933,0.0002652165,0.00007096486,0.000002770048],"category_scores_gemma":[0.0001395749,0.0001300489,0.0000495303,0.0006170489,0.0001063394,0.0003942251,0.0001872728,0.0003142977,0.00001211645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001371615,"about_ca_system_score_gemma":0.00006239863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003463224,"about_ca_topic_score_gemma":0.0005186709,"domain_scores_codex":[0.9984422,0.0002584392,0.0002680836,0.0004943931,0.0003041592,0.000232726],"domain_scores_gemma":[0.9983996,0.0008601329,0.00008933171,0.0005161046,0.00005541623,0.00007939694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003840928,0.0008400587,0.02098802,0.0004880786,0.0003075011,0.000163736,0.08326696,0.0008895874,0.009987758,0.005715616,0.008339215,0.8651726],"study_design_scores_gemma":[0.0008814691,0.00382558,0.9777746,0.0006158311,0.00006151453,0.00001721626,0.002401353,0.007328797,0.004891913,0.0005357729,0.001336097,0.0003298841],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939595,0.0001376111,0.003317201,0.001088297,0.0001453464,0.001117695,0.00001333743,0.00005998916,0.0001610053],"genre_scores_gemma":[0.9995503,0.0000589213,0.00002395417,0.00008100604,0.00002460307,0.0001765802,0.000001752176,0.00001162478,0.00007129756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9567866,"threshold_uncertainty_score":0.5303241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01759969719588372,"score_gpt":0.3183859091318352,"score_spread":0.3007862119359515,"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."}}