{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000616512,0.0001461167,0.0001182688,0.000134768,0.0002844328,0.0003757715,0.0005185071,0.00005048958,0.00001387487],"category_scores_gemma":[0.00001484373,0.0001153891,0.00004531984,0.000509155,0.00004473775,0.0007807906,0.0002063347,0.0002782285,0.00007304507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002468478,"about_ca_system_score_gemma":0.0003341694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002438477,"about_ca_topic_score_gemma":0.0000152776,"domain_scores_codex":[0.9984545,0.00009532176,0.0002622241,0.0005859468,0.0003545409,0.0002474851],"domain_scores_gemma":[0.998969,0.0001021931,0.00006121994,0.0007048168,0.0000543688,0.0001084366],"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":[0.000001770094,0.0001476721,0.00004015358,0.00009265639,0.00002554859,0.000003254336,0.0004076544,0.00004985212,0.001032534,0.2133657,0.002769657,0.7820636],"study_design_scores_gemma":[0.00033378,0.0002198898,0.003856919,0.001122847,0.00007459311,0.0003482786,0.0003454823,0.2358792,0.001561542,0.02002621,0.7352913,0.000939936],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0006116883,0.0002653837,0.969126,0.00715139,0.0001517997,0.0005182832,0.000001375999,0.001043108,0.02113095],"genre_scores_gemma":[0.4941458,0.00002586351,0.5006999,0.001076481,0.0001811208,0.0003723831,0.000109232,0.00003233755,0.003356824],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7811236,"threshold_uncertainty_score":0.4705431,"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."}}