{"id":"W2969869527","doi":"10.5430/ijhe.v8n5p118","title":"Student Dropout from Foundation Program at Modern College of Business & Science, Sultanate of Oman","year":2019,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dropout (neural networks); Bachelor; Psychology; Exploratory research; Medical education; Foundation (evidence); Mathematics education; Political science; Computer science; Medicine; Sociology","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":[0.0008851295,0.0002768401,0.0003433979,0.000955264,0.003915484,0.001045477,0.0006372022,0.0004538305,0.01397226],"category_scores_gemma":[0.001591991,0.0002555777,0.0003683215,0.00100286,0.000394284,0.0005275247,0.001362237,0.0007889784,0.001762923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563719,"about_ca_system_score_gemma":0.004535158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01767008,"about_ca_topic_score_gemma":0.03316037,"domain_scores_codex":[0.9995452,0.00005783344,0.00003767474,0.00004748044,0.0001069971,0.0002048062],"domain_scores_gemma":[0.9986184,0.00009540356,0.0002341583,0.00006105234,0.0002750639,0.0007158851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002028047,0.001432427,0.8822001,0.000221256,0.00002364083,0.001710849,0.008361726,0.0000878608,0.001355901,0.0003686753,0.01250019,0.09153466],"study_design_scores_gemma":[0.00001416826,0.0006766692,0.9606918,0.0001899363,0.00001627382,0.0005797559,0.02405409,0.000181246,0.0007284793,0.0001831514,0.01265921,0.00002524414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947709,0.0001831231,0.0001455092,0.001093784,0.00003913273,0.0001320925,0.0006605972,0.00003323933,0.00294155],"genre_scores_gemma":[0.9812896,0.000550259,0.0005220388,0.000731313,0.00004682472,0.0002756313,0.001191668,0.00001469547,0.01537806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01767008,"threshold_uncertainty_score":0.04674184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240689010896567,"score_gpt":0.3521603673661061,"score_spread":0.3397534772571404,"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."}}