{"id":"W3163385212","doi":"10.1109/vr50410.2021.00046","title":"VR-based Student Priming to Reduce Anxiety and Increase Cognitive Bandwidth","year":2021,"lang":"en","type":"article","venue":"","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Anxiety; Multidisciplinary approach; Priming (agriculture); Cognition; Experiential learning; Computer science; Psychological intervention; Psychology; Bandwidth (computing); Cognitive psychology; Applied psychology; Multimedia; Mathematics education","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":[0.0005488053,0.0003642467,0.0002194653,0.0002070215,0.0001657798,0.0004128176,0.000408621,0.0003592733,0.005156012],"category_scores_gemma":[0.002554585,0.0001011499,0.0002551652,0.00009633657,0.000311673,0.0004403162,0.0006736979,0.0005441889,0.0005428272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009976179,"about_ca_system_score_gemma":0.0002118248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008968609,"about_ca_topic_score_gemma":0.0001348701,"domain_scores_codex":[0.9996943,0.0001538889,0.00001476099,0.00005210349,0.00004266021,0.00004219944],"domain_scores_gemma":[0.9991209,0.0005701128,0.00008382909,0.00009078645,0.00003762695,0.00009673546],"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":[0.005121472,0.01174884,0.006663479,0.001573909,0.00009919705,0.0004252838,0.006054531,0.003638712,0.3542951,0.0209762,0.004163294,0.5852398],"study_design_scores_gemma":[0.004165049,0.1041047,0.171017,0.001326936,0.001080649,0.004172797,0.006448616,0.05507554,0.4678375,0.1013061,0.08297813,0.0004869026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188213,0.0005851723,0.06326876,0.0004226367,0.0001533652,0.0004584763,0.00006275791,0.0009273683,0.01530018],"genre_scores_gemma":[0.9667727,0.0003101092,0.03059483,0.0001803136,0.00004365142,0.0003162895,0.00004024346,0.00003752148,0.001704406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005156012,"threshold_uncertainty_score":0.01724857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03993685055238046,"score_gpt":0.315150393298045,"score_spread":0.2752135427456645,"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."}}