{"id":"W2745632693","doi":"10.5539/ijef.v9n9p111","title":"Changes Required in Saudi Universities Curriculum to Meet the Demands of 2030 Vision","year":2017,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Qualitative research; Engineering ethics; Political science; Public relations; Sociology; Engineering; Pedagogy; Medicine; Social science","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":[0.007874382,0.0002423944,0.0001969747,0.0008146659,0.001233434,0.003093606,0.0006800982,0.0009163883,0.003276372],"category_scores_gemma":[0.0126952,0.0001462951,0.0003957215,0.0007047199,0.0005583118,0.001553472,0.001763037,0.001249004,0.0004879641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007536387,"about_ca_system_score_gemma":0.02611952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01455186,"about_ca_topic_score_gemma":0.02385011,"domain_scores_codex":[0.9958904,0.001426667,0.0003396863,0.00011327,0.001382403,0.0008476587],"domain_scores_gemma":[0.9897562,0.001325569,0.00174484,0.0002603681,0.003843306,0.003069755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006375633,0.002780315,0.1576104,0.00733131,0.000179981,0.001875244,0.03039205,0.00843868,0.0191676,0.03825945,0.03365609,0.6996714],"study_design_scores_gemma":[0.000128515,0.002446063,0.5811617,0.004244464,0.0001603822,0.0008562791,0.09603381,0.004594402,0.01295764,0.008371889,0.2888007,0.0002440615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.905597,0.003197945,0.002941885,0.02268557,0.0005151694,0.0007058336,0.0003971723,0.00009284721,0.0638666],"genre_scores_gemma":[0.9846628,0.001593149,0.00766897,0.001625541,0.00003992246,0.0001504572,0.0002414699,0.000009835115,0.004008009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01455186,"threshold_uncertainty_score":0.05468053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02018051916760726,"score_gpt":0.3053646060571842,"score_spread":0.2851840868895769,"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."}}