{"id":"W2064413305","doi":"10.1080/13583883.2014.936484","title":"Stakeholder participation in international higher education partnerships: results of a survey of two sub-Saharan African universities","year":2014,"lang":"en","type":"article","venue":"Tertiary Education and Management","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie; University of Minnesota; Compton Foundation","keywords":"General partnership; Higher education; Stakeholder; Tanzania; Economic growth; Democracy; Political science; Focus group; Public relations; Public administration; Sociology; Socioeconomics; Business; Politics; Marketing","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":[],"consensus_categories":[],"category_scores_codex":[0.0008299604,0.00007010608,0.0001000498,0.0002037997,0.00005632275,0.0000229766,0.0001277893,0.00002671981,0.0001020043],"category_scores_gemma":[0.00003497104,0.00007591913,0.00001497081,0.0002813226,0.00008944674,0.0002208377,0.00002624341,0.0000339998,0.000004415831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001558633,"about_ca_system_score_gemma":0.0004243792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008507331,"about_ca_topic_score_gemma":0.003724556,"domain_scores_codex":[0.9989069,0.0002381979,0.0003093664,0.0001679921,0.0002579099,0.0001196163],"domain_scores_gemma":[0.9993529,0.00007473701,0.0002139763,0.0001287929,0.0001719664,0.00005762921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002421603,0.003277629,0.3986551,0.0002067178,0.0001077625,3.204637e-7,0.06568439,0.00004974072,0.0001074837,0.3050362,0.0587978,0.1678347],"study_design_scores_gemma":[0.0003585801,0.0000108289,0.8665472,0.00006872255,0.00001031909,3.381326e-8,0.004612744,0.000007127944,0.0000961856,0.0006849962,0.1275267,0.00007648663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9209882,0.000156238,0.00006426495,0.005302164,0.001254256,0.0003284497,0.000008599283,0.00001674891,0.0718811],"genre_scores_gemma":[0.9888515,0.0003259245,0.0003502451,0.0003245257,0.00006282239,0.00004303451,0.00007572816,0.000004324618,0.009961899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4678921,"threshold_uncertainty_score":0.9980951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07732966154074652,"score_gpt":0.3514885770977791,"score_spread":0.2741589155570325,"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."}}