{"id":"W4400526384","doi":"10.1109/gem61861.2024.10585535","title":"Structural and Functional Fidelity of Virtual Humans in Immersive Virtual Learning Environments","year":2024,"lang":"en","type":"article","venue":"","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science; Human–computer interaction; Virtual reality; Fidelity; Instructional simulation; Multimedia","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":[0.002806007,0.000673635,0.0004413144,0.0005236422,0.0005283802,0.002932649,0.001021396,0.001029409,0.004315753],"category_scores_gemma":[0.02960744,0.0004132271,0.0004963273,0.0001787763,0.001735487,0.001886394,0.002925217,0.0008709365,0.0003375564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003762428,"about_ca_system_score_gemma":0.0002470983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000594612,"about_ca_topic_score_gemma":0.0004254281,"domain_scores_codex":[0.9957784,0.002278154,0.0002509857,0.0004307318,0.0009086447,0.000353066],"domain_scores_gemma":[0.9805381,0.01380271,0.001685152,0.002200232,0.0008438287,0.0009300121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006196512,0.004024487,0.0567534,0.00385337,0.0005797193,0.001556126,0.02353513,0.1732327,0.4169142,0.02829433,0.001555353,0.2835048],"study_design_scores_gemma":[0.0009743322,0.02799382,0.31646,0.001765063,0.001329417,0.006072942,0.01959834,0.2814532,0.2650928,0.0331312,0.04514823,0.0009807016],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062487,0.000440132,0.08244566,0.000337731,0.00008525247,0.0002519473,0.0001323613,0.0002936503,0.00976455],"genre_scores_gemma":[0.9913602,0.00007152712,0.007908403,0.00003189308,0.00001177201,0.00005271429,0.00003573674,0.00003665245,0.0004909875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004315753,"threshold_uncertainty_score":0.01483977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02107514426159286,"score_gpt":0.2595882307345735,"score_spread":0.2385130864729807,"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."}}