{"id":"W2936824545","doi":"","title":"The engagement of African expatriate scholars in higher education in Africa","year":2018,"lang":"en","type":"article","venue":"Revue d anthropologie des connaissances","topic":"African cultural and philosophical studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Expatriate; Diaspora; Higher education; Identity (music); Political science; African studies; Sociology; Gender studies; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009559224,0.0001038158,0.0002074598,0.0000558641,0.0009147892,0.00003962738,0.0003646146,0.000066718,0.0003012928],"category_scores_gemma":[0.0006330737,0.00006691942,0.00005001903,0.0006723339,0.00636788,0.000166911,0.00008076823,0.0001626838,0.00001409791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318015,"about_ca_system_score_gemma":0.0001310176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002212325,"about_ca_topic_score_gemma":0.005449337,"domain_scores_codex":[0.9985216,0.0004388393,0.0002994015,0.000211271,0.000165695,0.0003631533],"domain_scores_gemma":[0.9991516,0.0003898829,0.0001461799,0.0001316788,0.0001331389,0.00004751668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001570354,0.0004128506,0.1272216,0.00006691136,0.0000467742,0.000008471461,0.05913018,0.00000410743,0.0003241232,0.6261963,0.002549155,0.1838824],"study_design_scores_gemma":[0.0003166415,0.0003187831,0.1637201,0.0002559143,0.0000145246,3.857956e-7,0.1282811,0.000003055302,0.0003721929,0.1582893,0.5481295,0.0002985683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6687542,0.01993094,0.000002883294,0.05420196,0.001866713,0.0005121877,0.000008702284,0.00005877863,0.2546636],"genre_scores_gemma":[0.9941573,0.003988673,0.00008931709,0.00004482146,0.0004550057,0.00003846215,6.606596e-7,0.000004294706,0.001221467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5455803,"threshold_uncertainty_score":0.9963362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2773704738478728,"score_gpt":0.4199524667674581,"score_spread":0.1425819929195853,"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."}}