{"id":"W4286457427","doi":"10.18280/isi.270313","title":"Augmented Reality Media Development in STEAM Learning in Elementary Schools","year":2022,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Blockchain Technology in Education and Learning","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Sebelas Maret","keywords":"Augmented reality; Mathematics education; Psychology; Pedagogy; Multimedia; Engineering; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001287102,0.0002765136,0.0002157121,0.0007586097,0.0006944351,0.002195441,0.0004401426,0.0003976037,0.003797445],"category_scores_gemma":[0.002371524,0.0003109874,0.0002866518,0.0004310221,0.0007232546,0.001385497,0.001449704,0.0003349411,0.0004455698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006602989,"about_ca_system_score_gemma":0.0007362819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008362003,"about_ca_topic_score_gemma":0.002026659,"domain_scores_codex":[0.9986032,0.0007450362,0.00008871448,0.0001344367,0.0002892051,0.0001395334],"domain_scores_gemma":[0.998836,0.0005551777,0.0001954302,0.0001050789,0.0001757922,0.0001326263],"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":[0.001234759,0.002556385,0.08323605,0.001636183,0.00004736173,0.002860357,0.08632319,0.007116879,0.09326597,0.02494875,0.002334436,0.6944397],"study_design_scores_gemma":[0.0003763637,0.008384922,0.3531676,0.001716326,0.000449266,0.004004557,0.19894,0.05035063,0.162451,0.01027863,0.2094888,0.0003918876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590534,0.0002075116,0.01982674,0.0002051756,0.00001907606,0.0002373641,0.00003033104,0.0001888802,0.02023146],"genre_scores_gemma":[0.9819094,0.0001363437,0.01469794,0.0000183438,0.000002946206,0.00007296324,0.0000185653,0.00001568917,0.003127908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003797445,"threshold_uncertainty_score":0.01270372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512609874889454,"score_gpt":0.2429613537791628,"score_spread":0.2278352550302683,"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."}}