{"id":"W3024325649","doi":"","title":"Factors Affecting MOOCs' Adoption in the Arab World: Exploring Learners' Perceptions on MOOCs' Drivers and Barriers.","year":2019,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arabic; Perception; Psychology; Online learning; The Internet; Higher education; Medical education; Mathematics education; Political science; Computer science; World Wide Web; Medicine","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":[0.001803232,0.000222322,0.0002351849,0.0008464581,0.001044502,0.001903194,0.0003072078,0.0005337315,0.002516375],"category_scores_gemma":[0.005802747,0.0001774969,0.0003086333,0.0006173733,0.0004811675,0.001119803,0.0009664471,0.0007296215,0.0004279962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005744455,"about_ca_system_score_gemma":0.001244951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007765076,"about_ca_topic_score_gemma":0.007806838,"domain_scores_codex":[0.9992612,0.0002250094,0.00005982546,0.00006221973,0.0002084681,0.000183292],"domain_scores_gemma":[0.9960933,0.001348797,0.0009053937,0.00007166814,0.000781143,0.0007996501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001027472,0.0004506675,0.8661453,0.0002621638,0.0000338499,0.0005385023,0.08776174,0.0001272516,0.001479903,0.0004770636,0.0008637555,0.0417571],"study_design_scores_gemma":[0.00001106311,0.0004483022,0.6401349,0.000282646,0.00004385222,0.0004103422,0.3503788,0.0006392524,0.0006648554,0.0002782759,0.006653952,0.0000538735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985021,0.0001522024,0.00007311413,0.0001814531,0.0000064437,0.00001255317,0.00003626353,0.000001951918,0.001033925],"genre_scores_gemma":[0.9990737,0.0002469295,0.0001022774,0.00006037272,0.000004804598,0.0000146046,0.00003812041,0.00000162159,0.000457546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007765076,"threshold_uncertainty_score":0.01543975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07377544531307142,"score_gpt":0.3421888880661859,"score_spread":0.2684134427531145,"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."}}