{"id":"W2993229422","doi":"10.5539/hes.v10n1p48","title":"Using Smartphones in Learning Arabic by AOU Students","year":2019,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arabic; Mathematics education; Multimedia; Mobile device; Psychology; Medical education; Computer science; World Wide Web; Medicine; Linguistics","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":[0.0008635811,0.0003256829,0.0004192888,0.0008507002,0.0014925,0.003143747,0.0003480124,0.0007236079,0.003310196],"category_scores_gemma":[0.003898063,0.0002394781,0.0003482319,0.0005546739,0.0007020981,0.001542771,0.001579451,0.0007725905,0.001065474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000422779,"about_ca_system_score_gemma":0.0007053824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002326251,"about_ca_topic_score_gemma":0.004274934,"domain_scores_codex":[0.9991505,0.0002868835,0.0000527188,0.00007963346,0.0002216494,0.0002085858],"domain_scores_gemma":[0.9981461,0.0005351356,0.0004271642,0.00005877867,0.0002952702,0.000537517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002190813,0.0008471714,0.6588903,0.000458103,0.00004193308,0.003821275,0.2051264,0.00009072112,0.00629876,0.0006925934,0.002172839,0.1213408],"study_design_scores_gemma":[0.00001818584,0.001325526,0.3877478,0.0004232161,0.00008291414,0.005834153,0.5717523,0.0005455799,0.002537883,0.0003687637,0.02926558,0.00009821341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977235,0.000356613,0.0000694365,0.0002497266,0.00001081286,0.00001237159,0.00001776392,0.000003883253,0.001555776],"genre_scores_gemma":[0.9969789,0.0009644364,0.000208865,0.0001745683,0.000007593599,0.00001219945,0.00002080855,0.000002940532,0.00162976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003310196,"threshold_uncertainty_score":0.01107371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0437199926214973,"score_gpt":0.3809353023468803,"score_spread":0.3372153097253831,"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."}}