{"id":"W2142410721","doi":"","title":"Augmented Reality Trends in Education : A Systematic Review of Research and Applications","year":2014,"lang":"en","type":"review","venue":"MINISTERIO DE EDUCACION","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":1062,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Augmented reality; Personalization; Computer science; Educational research; Systematic review; Psychology; Mathematics education; Human–computer interaction; Political science; World Wide Web; MEDLINE","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00374677,0.0003098857,0.001862581,0.001001165,0.0001215134,0.00009494551,0.001295834,0.0002430532,0.00001067464],"category_scores_gemma":[0.0001732358,0.0002776682,0.0001939348,0.002676023,0.000169623,0.0001249018,0.0003832134,0.000458333,0.00003053428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005741545,"about_ca_system_score_gemma":0.001079324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000799446,"about_ca_topic_score_gemma":0.00002995946,"domain_scores_codex":[0.9954329,0.00139587,0.001584435,0.0007572427,0.0004661496,0.0003634478],"domain_scores_gemma":[0.9960831,0.0004761558,0.0008950735,0.002120366,0.000256316,0.0001689243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[3.553446e-7,0.0002375192,2.937351e-7,0.6776978,0.00001765162,2.437021e-7,0.0001022111,1.941167e-8,3.287133e-7,0.01126208,0.00102599,0.3096555],"study_design_scores_gemma":[0.00004101952,0.00004079852,0.000003746,0.4723133,0.000168532,0.00006616898,0.00003797094,0.00003332387,4.742256e-7,0.0004099423,0.5267147,0.0001700559],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[2.610931e-7,0.9744331,0.01959942,0.0007879958,0.00009080498,0.00321813,0.0000229142,0.00004895858,0.001798408],"genre_scores_gemma":[0.00001125292,0.9893096,0.001155414,0.0001013898,0.00008506851,0.008219387,0.000248612,0.00002478702,0.0008444607],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5256887,"threshold_uncertainty_score":0.9999676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022554810530264,"score_gpt":0.4602714701756849,"score_spread":0.3580159891226585,"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."}}