{"id":"W2071019563","doi":"10.1109/vecims.2011.6053847","title":"An adaptive game-based exercising framework","year":2011,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Context (archaeology); Game engine; Human–computer interaction; Perceived exertion; Affect (linguistics); Multimedia; Psychology","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":[0.0001587233,0.0001129403,0.0001030613,0.000226041,0.00008544075,0.00005561978,0.0007570844,0.0001372941,0.0002903253],"category_scores_gemma":[0.00003591783,0.000102729,0.00002909508,0.0004589315,0.00008416549,0.00084815,0.00007301072,0.0003059604,0.0002560653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005594538,"about_ca_system_score_gemma":0.00003614721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004252113,"about_ca_topic_score_gemma":0.000008721576,"domain_scores_codex":[0.9991164,0.00004407917,0.000156969,0.0003393216,0.0001296207,0.0002136771],"domain_scores_gemma":[0.998982,0.0000496074,0.00008338794,0.0006700081,0.0001814528,0.00003360057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002320002,0.0001207146,0.0004353063,0.000001174834,0.000007729009,0.00001671092,0.001170851,0.00001005634,0.00159168,0.9735591,0.0001395548,0.02292392],"study_design_scores_gemma":[0.0003541022,0.001316087,0.01308626,0.0000973989,0.000008000465,0.00002377104,0.0005236307,0.1518048,0.45797,0.37361,0.0006141466,0.0005917737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.054387,0.000004411881,0.9282144,0.0001409258,0.0003626098,0.00008729343,2.332516e-7,0.0006352674,0.01616784],"genre_scores_gemma":[0.6237816,1.486339e-7,0.3755555,0.0005790565,0.00001865142,0.000008194223,3.655125e-7,0.000005247177,0.00005125131],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5999491,"threshold_uncertainty_score":0.4189168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0685260175862582,"score_gpt":0.2946096025166504,"score_spread":0.2260835849303922,"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."}}