{"id":"W4402035548","doi":"10.32920/26882479.v1","title":"Exploring and Designing Innovative Methods of Interaction With Mixed Reality Using Current Technology, Utilizing Reality as UI","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mixed reality; Reality check; Augmented reality; Virtual reality; Current (fluid); Human–computer interaction; Computer science; Engineering; Electrical engineering","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":[0.005500265,0.001005117,0.0006335286,0.001465365,0.0009564785,0.006826353,0.002533612,0.001700047,0.005858889],"category_scores_gemma":[0.007933099,0.0008813487,0.001554829,0.000837153,0.00338479,0.006668902,0.003923118,0.001129016,0.001546654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006164535,"about_ca_system_score_gemma":0.0007124728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003583002,"about_ca_topic_score_gemma":0.0006257494,"domain_scores_codex":[0.9942474,0.003370934,0.0002700835,0.0005661783,0.001297335,0.0002480053],"domain_scores_gemma":[0.9955589,0.002720432,0.0003186268,0.0008250941,0.0004182394,0.0001587282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"design_other","study_design_scores_codex":[0.0002631785,0.0005105353,0.004772449,0.00463177,0.0003151544,0.0008377174,0.03979028,0.009672411,0.09383285,0.2297915,0.003480335,0.612102],"study_design_scores_gemma":[0.0003277269,0.00296914,0.01156618,0.003890457,0.0005939691,0.008541548,0.04122188,0.1183212,0.1134889,0.1661403,0.5322394,0.0006992674],"study_design_candidate":"design_other","study_design_consensus":"design_other","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02051937,0.001988051,0.9616292,0.0005172278,0.00007797898,0.0002467131,0.00002899019,0.0003615701,0.01463089],"genre_scores_gemma":[0.1724744,0.002710402,0.8157495,0.0002853026,0.00004977349,0.0008479939,0.0001045596,0.0002102322,0.00756781],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006826353,"threshold_uncertainty_score":0.02908856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.433020587129186,"score_gpt":0.4718579495177356,"score_spread":0.03883736238854962,"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."}}