{"id":"W4394912304","doi":"10.5267/j.ijdns.2024.2.012","title":"The role of e-learning in improving the quality of educational outcomes in Jordanian higher education institutions","year":2024,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Medical education; Business; Psychology; 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":[0.007921563,0.0001544253,0.0002186063,0.0009490566,0.0009022364,0.004089477,0.0004711218,0.0004636085,0.002960736],"category_scores_gemma":[0.01728387,0.00007117493,0.0002461791,0.001057128,0.001058017,0.001565557,0.002237821,0.0006933431,0.0002920793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437508,"about_ca_system_score_gemma":0.003028047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191343,"about_ca_topic_score_gemma":0.003252782,"domain_scores_codex":[0.99422,0.002924707,0.0004146102,0.0002353474,0.001476534,0.0007288259],"domain_scores_gemma":[0.9802378,0.006027602,0.005813158,0.0006459234,0.00442092,0.002854622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000412384,0.001628492,0.5842372,0.0005993703,0.0001419793,0.0002618107,0.005879065,0.00104186,0.00107136,0.003747428,0.001401438,0.3995776],"study_design_scores_gemma":[0.00003682034,0.001173569,0.9646421,0.0005481548,0.00009273173,0.0002349087,0.01602207,0.001546545,0.002275955,0.003071427,0.01031796,0.00003782996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979545,0.001638249,0.0009109101,0.002671386,0.00003380016,0.0000381503,0.00004837966,0.00001919236,0.01509501],"genre_scores_gemma":[0.9988573,0.0002618842,0.000278849,0.00009466653,0.00001569895,0.000005780651,0.00001137924,0.000002298955,0.0004721992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007921563,"threshold_uncertainty_score":0.04189372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04481501229408059,"score_gpt":0.4299948046190545,"score_spread":0.385179792324974,"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."}}