{"id":"W4396710648","doi":"10.1109/icicv62344.2024.00037","title":"Revamping Primary Programming Education with Augmented Reality Teaching via EnvisionAR","year":2024,"lang":"en","type":"article","venue":"","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Augmented reality; Transformative learning; Creativity; Computer science; Curriculum; Virtual reality; Multimedia; Mixed reality; Cognition; Human–computer interaction; Psychology; Pedagogy","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":[0.001035154,0.0005861,0.0003433411,0.0006493454,0.0004486572,0.002712937,0.001051935,0.0006375973,0.00888931],"category_scores_gemma":[0.002182906,0.0002709921,0.0007078646,0.0002550278,0.001027643,0.002239872,0.004711256,0.001608165,0.002616306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003580232,"about_ca_system_score_gemma":0.001198517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002350099,"about_ca_topic_score_gemma":0.0004654912,"domain_scores_codex":[0.9990616,0.0002824826,0.00003132081,0.0001287743,0.0003257733,0.0001700813],"domain_scores_gemma":[0.999005,0.0003946817,0.0000832404,0.0001852378,0.0001265338,0.0002053848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003117672,0.00226934,0.003625198,0.001144957,0.00003817268,0.001154855,0.01792197,0.004817735,0.06189122,0.09340741,0.008561821,0.8048555],"study_design_scores_gemma":[0.0003216214,0.005076618,0.014682,0.002075219,0.0001491017,0.00580547,0.0197656,0.02835405,0.1040813,0.08088554,0.7385338,0.0002695779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3264889,0.001881307,0.5194858,0.002864433,0.0005923489,0.0003995238,0.00009562753,0.003165448,0.1450266],"genre_scores_gemma":[0.7345206,0.002138696,0.2341347,0.0005095296,0.0001147928,0.0002826748,0.0001120384,0.000271537,0.02791549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00888931,"threshold_uncertainty_score":0.02973771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204827913911376,"score_gpt":0.285074619063427,"score_spread":0.2730263399243132,"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."}}