{"id":"W2469294015","doi":"10.5539/hes.v6n3p48","title":"Performance of the Higher Education Students Loans Board in Human Capital Investment from 2005-2015","year":2016,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"African Education and Politics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Human capital; Investment (military); Tanzania; Higher education; Loan; Economics; Business; Finance; Economic growth; Accounting; Political science; Socioeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002368652,0.0001241414,0.0001713456,0.00009413512,0.0003018923,0.00002487503,0.00035424,0.00005849755,0.0008993415],"category_scores_gemma":[0.00002632808,0.00008094128,0.00004585624,0.0002531589,0.0004754799,0.0001969778,0.00007155889,0.0000675354,0.00007483187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006238116,"about_ca_system_score_gemma":0.001013469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002408816,"about_ca_topic_score_gemma":0.0008155482,"domain_scores_codex":[0.9985896,0.0001972742,0.0003118185,0.0002031326,0.0004457367,0.0002524032],"domain_scores_gemma":[0.9990034,0.0001119126,0.0002098249,0.0002872053,0.0002941306,0.00009353785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003629827,0.0006517786,0.7693671,0.00001293405,0.00004455867,2.077981e-8,0.02613572,3.491413e-7,0.0001339278,0.1025843,0.1008079,0.000257802],"study_design_scores_gemma":[0.0001323607,0.00001262416,0.7044563,0.00009095592,0.0000206845,2.638303e-8,0.01958072,1.208902e-8,0.00009131058,0.004072044,0.271448,0.0000949222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953549,0.001472799,8.025066e-8,0.01934497,0.005426655,0.0002461163,0.000009054535,0.00001944151,0.01993185],"genre_scores_gemma":[0.8530936,0.0002432787,0.00004175654,0.001412351,0.0007202941,0.0001235176,0.000003529222,0.000009125791,0.1443525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1706401,"threshold_uncertainty_score":0.9847159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05017733405899753,"score_gpt":0.4006293599335123,"score_spread":0.3504520258745147,"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."}}