{"id":"W4400100538","doi":"10.2139/ssrn.4877184","title":"Enhancing Educational Continuity: Exploring Factors Affecting the Success of Learning Management Systems in Dubai Higher Education","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Learning Management; Knowledge management; Mathematics education; Business; Process management; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001186534,0.000101374,0.0001044343,0.0002175074,0.000194999,0.0002554186,0.0004144367,0.00002318334,0.000009515526],"category_scores_gemma":[0.00001957101,0.00007377076,0.0000413076,0.0006881901,0.00001460935,0.0008420895,0.00008284027,0.0007767555,0.00001030814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005951828,"about_ca_system_score_gemma":0.001140929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001107298,"about_ca_topic_score_gemma":0.00006923749,"domain_scores_codex":[0.9985434,0.00008383696,0.000279848,0.0001780486,0.0002798456,0.0006349951],"domain_scores_gemma":[0.9995555,0.0001302292,0.0001055587,0.0001077678,0.00007221789,0.00002870941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000002591381,0.00005304282,0.05016968,0.000122806,0.0000809081,0.000001065176,0.002494074,0.002947398,0.0004338335,0.9302348,0.00002381621,0.01343598],"study_design_scores_gemma":[0.001241797,0.0006507643,0.7123867,0.005570069,0.0001753125,0.001024578,0.03909477,0.01850584,0.008519641,0.1970244,0.01398979,0.00181645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737108,0.005275907,0.01706502,0.001042459,0.002202971,0.0001172135,1.493639e-7,0.0000419243,0.0005435201],"genre_scores_gemma":[0.9962488,0.0007725321,0.00009036383,0.00001113242,0.0003630986,0.00001163111,0.00000154633,0.00001161537,0.002489328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7332104,"threshold_uncertainty_score":0.3374659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330255706612459,"score_gpt":0.2462996327157702,"score_spread":0.2329970756496456,"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."}}