{"id":"W2755205861","doi":"10.5539/ijef.v9n10p136","title":"The Effect of Education Expenditure on Per Capita GDP in Developing Countries","year":2017,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economics; Per capita; Developing country; Productivity; Public expenditure; Human capital; Investment (military); Gross domestic product; Demographic economics; Economic growth; Macroeconomics; Public finance; Population","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":[0.0005873331,0.00009255671,0.0002672342,0.0001338336,0.0001248171,0.0001619148,0.0005101652,0.00005673145,0.000008931594],"category_scores_gemma":[0.0001082911,0.00007934709,0.00007388504,0.000006433342,0.0001097581,0.0003552687,0.00005641703,0.0001195422,0.00002535054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284099,"about_ca_system_score_gemma":0.00005496363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009417638,"about_ca_topic_score_gemma":0.00007866223,"domain_scores_codex":[0.9991348,0.000007990378,0.0006032107,0.0001266662,0.00001726018,0.0001100512],"domain_scores_gemma":[0.9984907,0.0001268588,0.001157548,0.0001691327,0.00003649601,0.00001925794],"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":[0.0001650452,0.0000174024,0.05454977,0.00000839677,0.00005130067,0.00000157268,0.0002294322,0.0003220093,6.596381e-7,0.9390053,0.0006143187,0.005034789],"study_design_scores_gemma":[0.001792981,0.0003267791,0.33628,0.0001534909,0.000005162395,0.00004505945,0.0000689996,0.001677679,0.0006008718,0.2585687,0.4002109,0.0002693491],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813414,0.001230584,0.00001930388,0.007425053,0.001984821,0.00005923756,0.00004170281,6.126046e-7,0.007897294],"genre_scores_gemma":[0.9917318,0.007412711,0.0001084182,0.0002514088,0.0003245556,0.000004477788,0.000001231566,0.000007546525,0.0001578734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6804366,"threshold_uncertainty_score":0.323568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737139777546221,"score_gpt":0.2531937483998508,"score_spread":0.2358223506243886,"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."}}