{"id":"W4385258391","doi":"10.57054/jhea.v14i2.1335","title":"JHEA, Volume 14, n°2, 2016 - Full Issue","year":2021,"lang":"fr","type":"article","venue":"Journal of Higher Education in Africa","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Danish International Development Agency; Direktoratet for Utviklingssamarbeid; Styrelsen för Internationellt Utvecklingssamarbete; Université Cheikh Anta Diop de Dakar; United Nations Educational, Scientific and Cultural Organization; Carnegie Corporation of New York; Ministère des Affaires Etrangères; Open Society Foundations; Rockefeller Foundation; African Capacity Building Foundation; Council for the Development of Social Science Research in Africa; International Development Research Centre; United States Agency for International Development; Andrew W. Mellon Foundation","keywords":"Higher education; Bachelor; Political science; Corporate governance; Library science; Higher education policy; Sociology; Management; Education policy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001758346,0.0002180898,0.0004151289,0.0002815488,0.0002521448,0.0002922211,0.0004997459,0.0002987291,0.05934587],"category_scores_gemma":[0.0008350529,0.0002381333,0.0001931682,0.001732143,0.0003015676,0.00160895,0.00004637291,0.0009791189,0.003035619],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009041182,"about_ca_system_score_gemma":0.009678781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004523148,"about_ca_topic_score_gemma":0.00007008957,"domain_scores_codex":[0.9955773,0.001685475,0.001087608,0.000301302,0.0008249672,0.0005233301],"domain_scores_gemma":[0.9955744,0.000644428,0.001466024,0.0003207414,0.001586931,0.0004074882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002942967,0.002031858,0.01568138,0.00005887486,0.00006834904,0.00003162088,0.03438059,0.00009727781,0.0001068344,0.007371195,0.9251309,0.01501166],"study_design_scores_gemma":[0.0002859586,0.0001016779,0.02928179,0.000349296,0.00009963804,0.00007572395,0.00923377,0.000002422742,0.0000217775,0.001871705,0.9584412,0.0002350462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.04583682,0.1574138,0.00004554378,0.4976917,0.07430081,0.0001655047,0.00000551991,0.00002156816,0.2245187],"genre_scores_gemma":[0.14363,0.002515064,0.005258902,0.00093164,0.007233763,0.000008458729,0.000003189887,0.00003034032,0.8403887],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6158699,"threshold_uncertainty_score":0.9977406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02985807314199693,"score_gpt":0.3754164464852787,"score_spread":0.3455583733432818,"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."}}