{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001805409,0.0000858662,0.0001021148,0.0001021374,0.0000607166,0.00007048687,0.0001412741,0.00004178819,0.00007794097],"category_scores_gemma":[0.00002881147,0.00007462484,0.00003025512,0.0002017424,0.00007736179,0.0004579009,0.0001691584,0.0001560495,0.0000214047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004667956,"about_ca_system_score_gemma":0.00003872475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001272694,"about_ca_topic_score_gemma":0.00002771723,"domain_scores_codex":[0.9991444,0.00003952758,0.0001993038,0.0002787981,0.0001964254,0.0001415629],"domain_scores_gemma":[0.9996352,0.0001072846,0.0000303133,0.0001560933,0.000009518305,0.00006157684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001545967,0.00004688292,0.003012448,0.00001717411,0.00003988002,0.000005974972,0.002980537,0.005439478,0.03500147,0.8392298,0.0003117281,0.1138991],"study_design_scores_gemma":[0.0006074043,0.0006375636,0.6637598,0.00005137697,0.00001150825,0.00002085968,0.001483694,0.3154621,0.003952558,0.008163411,0.005483391,0.0003663022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7549065,0.00008350241,0.2436734,0.0002856879,0.00008308593,0.00007738549,0.000004515315,0.00002334562,0.000862524],"genre_scores_gemma":[0.9986954,0.00002478801,0.0004394809,0.00006989543,0.00001967283,0.000004881557,0.00000732918,0.000003832495,0.0007346871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8310664,"threshold_uncertainty_score":0.3043113,"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."}}