{"id":"W4385259983","doi":"10.57054/jhea.v14i1.1336","title":"JHEA, Volume 14, n°1, 2016 - Full Issue","year":2021,"lang":"en","type":"article","venue":"Journal of Higher Education in Africa","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Danish International Development Agency; Direktoratet for Utviklingssamarbeid; European Commission; United Nations Educational, Scientific and Cultural Organization; Council for the Development of Social Science Research in Africa; African Capacity Building Foundation; Styrelsen för Internationellt Utvecklingssamarbete; Open Society Foundations; Ford Foundation; Rockefeller Foundation; United States Agency for International Development; International Development Research Centre; Carnegie Corporation of New York","keywords":"Erasmus+; Higher education; Institutionalisation; Institution; Academic freedom; Political science; Prism; Sociology; Social science; Public administration; Economic growth; Library science; History; Law","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":[],"category_scores_codex":[0.0005824544,0.00008595552,0.0001792212,0.0001525589,0.0001406942,0.00009676359,0.0002262651,0.00008406382,0.01113173],"category_scores_gemma":[0.0001495898,0.00008317033,0.00007234785,0.0006182135,0.00005866708,0.0003850706,0.00001750242,0.0001924481,0.0004387209],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004779926,"about_ca_system_score_gemma":0.007745528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001326005,"about_ca_topic_score_gemma":0.00006670954,"domain_scores_codex":[0.99841,0.0001853536,0.0004987078,0.0001330659,0.0005267689,0.0002460796],"domain_scores_gemma":[0.9985147,0.00007973724,0.0003713702,0.0001391241,0.0007172551,0.0001778083],"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":[0.00001136245,0.0004848248,0.01516079,0.000006933365,0.00001394112,0.000008754195,0.01617262,0.000005505593,0.0001027991,0.004300635,0.9583386,0.005393235],"study_design_scores_gemma":[0.0001620604,0.00001787631,0.07873096,0.00006454896,0.000007734512,0.00000690994,0.002998541,1.242614e-7,0.0000431852,0.002395937,0.9154759,0.00009621371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.128164,0.02404086,0.0001459607,0.1870916,0.03452451,0.0002733684,0.00000529626,0.00003826072,0.6257161],"genre_scores_gemma":[0.3070955,0.0008033772,0.004923356,0.001153048,0.002501277,0.00001102809,0.000002223366,0.00001165629,0.6834986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1859385,"threshold_uncertainty_score":0.9978796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679624502041798,"score_gpt":0.3311123508586652,"score_spread":0.3143161058382473,"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."}}