{"id":"W4399801073","doi":"10.1109/ichms59971.2024.10555802","title":"The Role of Auditory and Visual Stimuli in Stress Perception and Sensory Preference within Virtual Environments","year":2024,"lang":"en","type":"article","venue":"","topic":"Color perception and design","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BP (Canada); University of Calgary","funders":"","keywords":"Perception; Virtual reality; Psychology; Sensory system; Stimulus (psychology); Cognitive psychology; Trait; Anxiety; Stimulus modality; Audiology; Computer science; Human–computer interaction; Neuroscience; Medicine","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":[0.0001703431,0.00007591984,0.00007678465,0.00005544269,0.00004166779,0.00002682931,0.00003639392,0.00007369206,0.0008751902],"category_scores_gemma":[0.000007451614,0.0000540744,0.00001273677,0.00003968446,0.0001586932,0.00005653029,0.00003386718,0.0001235107,0.0000877122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001994082,"about_ca_system_score_gemma":0.000009239087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007379738,"about_ca_topic_score_gemma":0.0001195117,"domain_scores_codex":[0.9993204,0.0001234405,0.0001523929,0.0002069094,0.0000975531,0.00009927611],"domain_scores_gemma":[0.9997125,0.0001447582,0.00002052548,0.00008147061,0.000003819152,0.00003696484],"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":[0.0007197692,0.0004844669,0.06031749,0.00004912056,0.0001027957,0.0000221264,0.0473465,0.00009819137,0.2689029,0.0149237,0.002339032,0.6046939],"study_design_scores_gemma":[0.0004892235,0.000489689,0.9533542,0.00003764582,0.00001661819,0.00001088563,0.02996201,0.00984311,0.0002748717,0.0004395567,0.004928676,0.0001534435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994776,0.0003067636,0.0002648468,0.00004116821,0.00026264,0.0001289819,0.000007081645,0.00002215312,0.004190406],"genre_scores_gemma":[0.9907981,0.0001173431,0.00002734101,0.00002984577,0.00005624345,0.00001411068,0.000002279823,0.000007222802,0.00894751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8930368,"threshold_uncertainty_score":0.9582719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852330221355638,"score_gpt":0.3088397287221649,"score_spread":0.2803164265086086,"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."}}