{"id":"W4411032106","doi":"10.3390/virtualworlds4020025","title":"Creating Non-Visual Non-Verbal Social Interactions in Virtual Reality","year":2025,"lang":"en","type":"article","venue":"Virtual Worlds","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Virtual reality; Psychology; Human–computer interaction; Cognitive psychology; Cognitive science; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006102183,0.0002728626,0.0003705292,0.0004942053,0.0005212389,0.0003631032,0.0009196575,0.0001109301,0.00004278525],"category_scores_gemma":[0.0001825739,0.0002842778,0.0001450553,0.002380548,0.0001253185,0.0009116102,0.0005871171,0.0005270891,0.0001395884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003525885,"about_ca_system_score_gemma":0.0003882101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009787974,"about_ca_topic_score_gemma":0.0009497682,"domain_scores_codex":[0.9976711,0.0001320848,0.0006398859,0.0006488842,0.0003534315,0.0005546614],"domain_scores_gemma":[0.9986717,0.0003388507,0.0001579968,0.0005657197,0.0001145284,0.0001512554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000119889,0.001451567,0.00177451,0.00003574623,0.0001173957,0.00002565602,0.00892842,0.001566907,0.007577456,0.547321,0.03778956,0.3932919],"study_design_scores_gemma":[0.00459632,0.0009308383,0.2578705,0.0005376708,0.00007526627,0.00002450321,0.004497733,0.6171056,0.006656763,0.0134989,0.09222811,0.001977786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1868209,0.00001336178,0.7180721,0.005599752,0.0008026842,0.0004689754,0.00002598953,0.0002455176,0.08795074],"genre_scores_gemma":[0.9923984,0.000007723226,0.0007440486,0.0009791743,0.0002108736,0.00009112572,0.00002220909,0.00001364309,0.005532741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8055776,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264997517050919,"score_gpt":0.3462110306421066,"score_spread":0.3235610554715974,"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."}}