{"id":"W2593684451","doi":"10.5430/wje.v7n2p1","title":"Student Satisfaction with Using Online Discussion Forums at Saudi Universities","year":2017,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demographics; Psychology; The Internet; Affect (linguistics); Preference; Higher education; Information and Communications Technology; Distance education; Online learning; Medical education; Applied psychology; Mathematics education; Computer science; Multimedia; Sociology; World Wide Web; Statistics; Mathematics","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":[0.003212393,0.0001956906,0.0003248419,0.0006887787,0.0007065854,0.002209631,0.0002982273,0.0003942256,0.006734787],"category_scores_gemma":[0.01329077,0.00009712948,0.000373641,0.0007789781,0.0002880157,0.0008759007,0.0008438866,0.0004895024,0.0009827244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005478481,"about_ca_system_score_gemma":0.0007967459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001940662,"about_ca_topic_score_gemma":0.002429905,"domain_scores_codex":[0.9977087,0.0009249413,0.0002286445,0.0001097991,0.0006354574,0.0003925179],"domain_scores_gemma":[0.9835729,0.004487343,0.004652072,0.0005707749,0.003254295,0.00346261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005237373,0.001049771,0.8463114,0.0002097739,0.00007063862,0.0002442264,0.01215277,0.000327387,0.002419234,0.0002690628,0.002280742,0.1341412],"study_design_scores_gemma":[0.0000328399,0.001350618,0.9360234,0.0001254057,0.00006737724,0.000396323,0.0436327,0.001430988,0.002725269,0.0002388494,0.01390967,0.00006649594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977107,0.0001248739,0.000160151,0.0002270803,0.00002001818,0.00001190312,0.0001014103,0.00001870312,0.001625199],"genre_scores_gemma":[0.9986522,0.00009196065,0.0001179778,0.00005657271,0.00001075259,0.000006704629,0.00007014476,0.000003979231,0.00098984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006734787,"threshold_uncertainty_score":0.02253014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719409713782058,"score_gpt":0.3823799589584045,"score_spread":0.355185861820584,"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."}}