{"id":"W4385252832","doi":"10.57054/jhea.v15i1.1334","title":"JHEA, Volume 15, n°1, 2017 - Full Issue","year":2021,"lang":"en","type":"article","venue":"Journal of Higher Education in Africa","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Direktoratet for Utviklingssamarbeid; Council for Higher Education; Deutscher Akademischer Austauschdienst; National Council for Higher Education; Open Society Foundations; Rockefeller Foundation; Andrew W. Mellon Foundation; Styrelsen för Internationellt Utvecklingssamarbete; Council for the Development of Social Science Research in Africa; Carnegie Corporation of New York","keywords":"Quality assurance; Higher education; General partnership; Tanzania; Medical education; Management; Political science; Psychology; Sociology; Library science; Medicine; Computer science; Socioeconomics; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005156034,0.001460777,0.001469827,0.0036841,0.002708932,0.01107198,0.002033185,0.004229659,0.2425886],"category_scores_gemma":[0.02376326,0.0005855028,0.001171242,0.002793342,0.00201888,0.005309933,0.003379289,0.005246197,0.1261236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003387078,"about_ca_system_score_gemma":0.005434544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002988407,"about_ca_topic_score_gemma":0.003998618,"domain_scores_codex":[0.9957995,0.000655785,0.0003404154,0.0004416758,0.002337695,0.0004248519],"domain_scores_gemma":[0.9838254,0.004537474,0.0007790707,0.001069408,0.007564199,0.002224417],"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":[0.00001492295,0.00001262981,0.00003927556,0.0002692409,0.000003253549,0.00001560719,0.00002485325,0.00001655061,0.00004633087,0.0007026862,0.9864917,0.01236285],"study_design_scores_gemma":[0.000006294247,0.000007955324,0.0001302296,0.0005298292,0.000003049961,0.00002388561,0.00004635167,0.00001410814,0.00005032203,0.0004968089,0.9986872,0.000003999402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0001422633,0.01400523,0.0003059511,0.03306246,0.8797108,0.0001009854,0.0005449765,0.0002229673,0.07190434],"genre_scores_gemma":[0.003248294,0.03018641,0.0005218728,0.03063147,0.6368372,0.0001511612,0.001022946,0.0006467067,0.2967539],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7574114,"threshold_uncertainty_score":0.8115396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05027294578190009,"score_gpt":0.3828144982688687,"score_spread":0.3325415524869686,"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."}}