{"id":"W2256798474","doi":"","title":"الآثار الإقتصادية للهجرة الخارجية للعمالة فى مصر [The Economic Impacts for the Labor Emigration in Egypt]","year":2009,"lang":"ar","type":"article","venue":"MPRA Paper","topic":"Financial Risk and Volatility Modeling","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emigration; Economics; Wage; Demographic economics; Labour economics; Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002033838,0.0004432895,0.0007005321,0.000217968,0.0006150096,0.0003697195,0.0006677161,0.0003838338,0.0004087938],"category_scores_gemma":[0.000492021,0.0003656613,0.0003786936,0.0003510596,0.0001094266,0.0007300617,0.00007181222,0.0005578119,0.001002307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005575419,"about_ca_system_score_gemma":0.0002147404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002242235,"about_ca_topic_score_gemma":0.00527148,"domain_scores_codex":[0.996759,0.00006058969,0.001423427,0.0008019746,0.00007317367,0.000881858],"domain_scores_gemma":[0.9977008,0.0005686839,0.0005627801,0.0009814103,0.00006312667,0.0001232208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001258853,0.0007898445,0.30604,0.0002847752,0.0003783751,0.00001258019,0.02031603,0.06799919,0.0006475952,0.4801163,0.02635839,0.09579805],"study_design_scores_gemma":[0.002091529,0.0004123627,0.4916619,0.0001094614,0.00006254578,0.000004200059,0.0005499107,0.2303137,0.0001225861,0.02967018,0.2441624,0.0008392018],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561385,0.0181249,0.001215967,0.01765431,0.001722526,0.001656994,0.0006234326,0.00004452308,0.002818873],"genre_scores_gemma":[0.9890185,0.005248861,0.0002866073,0.003081514,0.0009238364,0.000101606,0.0000420515,0.00005377863,0.00124327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4504461,"threshold_uncertainty_score":0.9998795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531142410450941,"score_gpt":0.2491875595607444,"score_spread":0.223876135456235,"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."}}