{"id":"W2982383331","doi":"10.1002/ase.1928","title":"The Critical Role of Stereopsis in Virtual and Mixed Reality Learning Environments","year":2019,"lang":"en","type":"article","venue":"Anatomical Sciences Education","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Hamilton Health Sciences; University of Ottawa; McMaster University","funders":"","keywords":"Virtual reality; Stereopsis; Mixed reality; Computer science; Augmented reality; Depth perception; Artificial intelligence; Human–computer interaction; Psychology; Perception","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":[0.0002782861,0.00003720729,0.00006321414,0.00003468974,0.00004401202,0.000008725377,0.000104294,0.00005406868,0.00001679424],"category_scores_gemma":[0.0001583755,0.00002722859,0.000009690672,0.0001266616,0.0003451676,0.00006746251,0.0000258527,0.00012079,0.000008494653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002548702,"about_ca_system_score_gemma":0.00002587624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004145386,"about_ca_topic_score_gemma":0.00001629336,"domain_scores_codex":[0.9995372,0.00003022002,0.0001105127,0.00009903781,0.0001004717,0.0001225186],"domain_scores_gemma":[0.999707,0.0001857707,0.0000120124,0.0000551238,0.000003512286,0.00003662429],"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":[0.000005517614,0.00006620217,0.07110829,0.00001331457,0.000005166315,1.304283e-7,0.0003946687,0.0001812922,0.00512556,0.1342158,0.00009432412,0.7887897],"study_design_scores_gemma":[0.0006671569,0.0004979328,0.473622,0.0001657576,0.00002403151,0.00001246378,0.0296402,0.2200056,0.0436964,0.085873,0.145232,0.0005634662],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970453,0.0005198725,0.00005062545,0.0004513227,0.0001404938,0.00004705268,2.430657e-7,0.00001373625,0.001731382],"genre_scores_gemma":[0.9996237,0.0002681401,0.00004676488,0.00001742682,0.00000909402,0.00000480023,6.036211e-7,0.000001866456,0.00002763382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7882262,"threshold_uncertainty_score":0.1271784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005132697192384615,"score_gpt":0.2538816495268141,"score_spread":0.2487489523344295,"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."}}