{"id":"W2795556088","doi":"","title":"Cooperation, complexity and adaptation: higher education capacity initiatives in international development assistance programmes in sub-Saharan Africa.","year":2018,"lang":"en","type":"dissertation","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"International Development and Aid","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Direktoratet for Utviklingssamarbeid; European University Association; Danish International Development Agency; Department for International Development; Overseas Development Institute; École Polytechnique Fédérale de Lausanne; Dublin City University; University of Galway; Technological University Dublin; National University of Ireland; Economic and Social Research Council; European Commission; Irish Aid; Senter for Internasjonalisering av Utdanning; Styrelsen för Internationellt Utvecklingssamarbete; United Nations Development Programme; International Development Research Centre; United States Agency for International Development","keywords":"Political science; Context (archaeology); Economic growth; Sustainable development; Higher education; Public administration; Development economics; Geography; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008323493,0.0003348342,0.0001954515,0.00151804,0.009354189,0.009064421,0.001063966,0.002492888,0.004268846],"category_scores_gemma":[0.01069892,0.0002422523,0.0001922997,0.003426657,0.01622676,0.007244376,0.01527568,0.003220052,0.0001665471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0105809,"about_ca_system_score_gemma":0.0129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008668181,"about_ca_topic_score_gemma":0.01708099,"domain_scores_codex":[0.9925788,0.004918001,0.0001518846,0.0002134341,0.0004488212,0.001688996],"domain_scores_gemma":[0.9940925,0.003566599,0.000898249,0.0001613463,0.0002154149,0.001065834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003299505,0.00006996078,0.00486049,0.0004096402,0.00001340282,0.001925882,0.5212837,0.000531762,0.0002261957,0.4077906,0.007367863,0.05548748],"study_design_scores_gemma":[0.00001426776,0.00005963703,0.0185802,0.0009854324,0.000008989183,0.0003996031,0.6472472,0.0002960532,0.0002724131,0.03495628,0.2971523,0.00002757214],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5459422,0.03118153,0.003189841,0.1559539,0.000964433,0.000338262,0.00008775749,0.00003032176,0.2623118],"genre_scores_gemma":[0.9901168,0.003360501,0.0004198513,0.001517143,0.00007240084,0.00007460461,0.00001260188,0.000004718318,0.004421446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0105809,"threshold_uncertainty_score":0.07677013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05997160834869611,"score_gpt":0.3179588282879791,"score_spread":0.257987219939283,"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."}}