{"id":"W4411123778","doi":"10.63990/ejobs.v7i2.10609","title":"The Implementation Fidelity, Contributions, and Challenges of Augmented Reality in Some Selected Pre-Primary Schools of Addis Ababa City Administration","year":2024,"lang":"en","type":"article","venue":"Ethiopian Journal Of Behavioural Studies","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Administration (probate law); Fidelity; Medical education; Computer science; Medicine; Political science; Telecommunications","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":[0.001772782,0.0001220143,0.0003163139,0.0001288835,0.0001648268,0.00006448541,0.0003234259,0.00006185785,0.000001822063],"category_scores_gemma":[0.0002277619,0.00008889494,0.00007953513,0.0003879975,0.0001763959,0.0006023247,0.0001609477,0.0003779772,2.414963e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103527,"about_ca_system_score_gemma":0.0002881353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001360345,"about_ca_topic_score_gemma":0.000673457,"domain_scores_codex":[0.9979389,0.0003028184,0.0009956389,0.0001799649,0.0004115689,0.0001711314],"domain_scores_gemma":[0.9979919,0.0003915972,0.0005635089,0.0002067006,0.0007858807,0.00006039495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000540696,0.001172552,0.1083648,0.001763255,0.002720018,0.0001078143,0.04207949,0.00008213024,0.02329783,0.4100657,0.005607173,0.4041986],"study_design_scores_gemma":[0.0007080738,0.0004646763,0.9759587,0.0003895924,0.0001095322,0.00006309,0.003650918,0.000168446,0.007219581,0.01095944,0.0001808564,0.000127068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9188355,0.03305243,0.006301697,0.04093683,0.0002075778,0.0004768553,0.0001456691,0.00003014798,0.00001328452],"genre_scores_gemma":[0.9874541,0.01193237,0.0005187015,0.00001836825,0.0000317417,0.00002236245,0.00001035089,0.000004131069,0.000007841181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.867594,"threshold_uncertainty_score":0.3625031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08786101783070366,"score_gpt":0.3833822076800068,"score_spread":0.2955211898493031,"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."}}