{"id":"W3020356438","doi":"10.4018/978-1-7998-3250-8.ch004","title":"From Visual Culture in the Immersive Metaverse to Visual Cognition in Education","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in educational technologies and instructional design book series","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Metaverse; Gestalt psychology; Perception; Cognition; Schema (genetic algorithms); Computer science; Cognitive science; Human–computer interaction; Psychology; Virtual reality","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":[0.0002793196,0.0004388577,0.0002394858,0.0007854413,0.0009678626,0.004539046,0.0004643589,0.0007704301,0.010724],"category_scores_gemma":[0.0006392617,0.0001478413,0.0003040296,0.0007773071,0.003272268,0.004782951,0.001722051,0.002307806,0.001290142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001642863,"about_ca_system_score_gemma":0.001162086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931658,"about_ca_topic_score_gemma":0.0036545,"domain_scores_codex":[0.9998265,0.00005836792,0.000006330357,0.00002113533,0.00006433263,0.0000233792],"domain_scores_gemma":[0.9997683,0.0001290006,0.00001275594,0.00002006811,0.00003585666,0.00003404577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001001848,0.00002596643,0.0001497779,0.0003393489,0.000005033726,0.0001411224,0.01179011,0.0003307441,0.001043456,0.8558645,0.01745339,0.1128464],"study_design_scores_gemma":[0.00000592176,0.00004469022,0.00075852,0.001218445,0.000008926952,0.0007455306,0.007880714,0.0006125063,0.001109928,0.2000895,0.7875054,0.00001998962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01376572,0.07809009,0.0252615,0.007352117,0.002357878,0.00003229548,0.00004081892,0.0001929302,0.8729066],"genre_scores_gemma":[0.3372121,0.09793416,0.01972265,0.00331927,0.001399664,0.0001069738,0.0001182172,0.00032538,0.5398617],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.010724,"threshold_uncertainty_score":0.03587538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721254180479732,"score_gpt":0.2917002725307475,"score_spread":0.2744877307259502,"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."}}