{"id":"W2800626441","doi":"10.3968/10201","title":"Moroccan Higher Education System: Reality and Prospects","year":2018,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Corporate governance; State (computer science); Quality (philosophy); Service (business); Political science; Sociology; Public relations; Public administration; Engineering ethics; Business; Epistemology; Management; Computer science; Engineering; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0006528085,0.00009784901,0.000131044,0.0001113732,0.001485672,0.0001241616,0.0003533945,0.00008611187,0.0003365354],"category_scores_gemma":[0.00004624145,0.00008354843,0.00003382645,0.00112331,0.002951544,0.0004570324,0.00005289477,0.00006402505,0.00003251571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005935304,"about_ca_system_score_gemma":0.003782785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01278379,"about_ca_topic_score_gemma":0.00006088841,"domain_scores_codex":[0.9984581,0.00005666715,0.0002280824,0.000289929,0.0006383989,0.0003287516],"domain_scores_gemma":[0.9984904,0.0000183809,0.0002211021,0.0001511096,0.0008951752,0.0002238597],"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":[0.000003221583,0.0001379591,0.001826665,0.00002542126,0.000002525619,1.094975e-8,0.006546147,4.104821e-8,0.000354808,0.9766413,0.01269332,0.001768564],"study_design_scores_gemma":[0.00004320774,0.00002341512,0.5645867,0.0000280495,0.000008882708,5.03133e-7,0.006332377,4.229305e-7,0.0001272981,0.008085132,0.4206596,0.00010439],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2202125,0.0001917047,8.672034e-7,0.008390965,0.005059089,0.0002729706,0.000004864245,0.00005234248,0.7658147],"genre_scores_gemma":[0.9458881,0.00001199874,0.0001444079,0.0005702404,0.002905271,0.00003198793,0.000003545997,0.000005713043,0.0504387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9685562,"threshold_uncertainty_score":0.9998143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02319392924104241,"score_gpt":0.3702020959093664,"score_spread":0.347008166668324,"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."}}