{"id":"W2982394736","doi":"10.5539/ies.v12n11p164","title":"Factors Affecting MOOCs’ Adoption in the Arab World: Exploring Learners’ Perceptions on MOOCs’ Drivers and Barriers","year":2019,"lang":"en","type":"article","venue":"International Education Studies","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arabic; Perception; Psychology; Online learning; The Internet; Higher education; Medical education; Political science; Computer science; 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":[0.001956446,0.0002452832,0.0003084516,0.0008675138,0.001162697,0.002192228,0.0003154917,0.0005855,0.003335604],"category_scores_gemma":[0.005302674,0.0001948141,0.0003283253,0.0006390708,0.0006027897,0.001232008,0.001026967,0.0007550357,0.0005084879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005250606,"about_ca_system_score_gemma":0.001161195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006473581,"about_ca_topic_score_gemma":0.005947065,"domain_scores_codex":[0.9991517,0.0002590149,0.0000739723,0.0000765556,0.0002227471,0.0002159996],"domain_scores_gemma":[0.9962612,0.001374598,0.0008085179,0.00007752956,0.0007617825,0.0007163351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000116393,0.0005047002,0.859966,0.0002952097,0.00003561002,0.000705771,0.09568939,0.0001940563,0.00185585,0.0006235147,0.0007964522,0.03921702],"study_design_scores_gemma":[0.00001257248,0.0004641872,0.5730166,0.000334424,0.00004575336,0.000463565,0.4162468,0.0008680611,0.000816025,0.0003949548,0.007273433,0.00006349372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984578,0.0001257081,0.00007863186,0.0001680139,0.000005370003,0.00001290387,0.00003122713,0.00000198001,0.0011184],"genre_scores_gemma":[0.9990913,0.000248625,0.0001078713,0.00006171332,0.000004900007,0.00001663108,0.00003511484,0.000001842665,0.0004320231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006473581,"threshold_uncertainty_score":0.0128718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08460825894847876,"score_gpt":0.3675583198243069,"score_spread":0.2829500608758282,"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."}}