{"id":"W2746402451","doi":"10.5539/hes.v7n3p181","title":"Students, Mobile Devices and Classrooms: A comparison of US and Arab Undergraduate Students in a Middle Eastern University","year":2017,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Middle East; Mobile device; Higher education; Globalization; Mathematics education; Significant difference; Medical education; Psychology; Political science; Computer science; Medicine; World Wide Web","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":[0.0010546,0.0003550713,0.0004256313,0.002370279,0.002738637,0.003132308,0.0004291682,0.0007815567,0.002091363],"category_scores_gemma":[0.002233541,0.0002943986,0.0003651144,0.001760408,0.001053534,0.001556683,0.002080325,0.0009775115,0.0005444976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009398906,"about_ca_system_score_gemma":0.001127244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01433912,"about_ca_topic_score_gemma":0.02913876,"domain_scores_codex":[0.9991941,0.0001924377,0.00007443294,0.00006386564,0.0001883621,0.0002868383],"domain_scores_gemma":[0.9980236,0.0003008724,0.0003446967,0.00004326421,0.0003996775,0.0008878988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001354128,0.001180662,0.8385515,0.0000623957,0.00002885562,0.0005345002,0.1403794,0.00002730125,0.001655528,0.0002325055,0.0003111128,0.01690081],"study_design_scores_gemma":[0.00001004813,0.0007480929,0.5798528,0.0000653704,0.00002647922,0.0003932989,0.4161397,0.0001015432,0.0004837614,0.00006009857,0.00209809,0.00002070733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994465,0.0000564221,0.00001399309,0.00004941643,0.000003048222,0.000004481065,0.000007817629,6.379416e-7,0.0004177279],"genre_scores_gemma":[0.9992686,0.0001724531,0.00003084226,0.00009525388,0.000004057626,0.000006762791,0.00002048203,9.82575e-7,0.000400666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01433912,"threshold_uncertainty_score":0.02851129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05564621032521136,"score_gpt":0.3772926229464557,"score_spread":0.3216464126212444,"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."}}