{"id":"W3152394196","doi":"","title":"Bulgaria - Country Study on International Skilled Migration","year":2001,"lang":"en","type":"article","venue":"MPRA Paper","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emigration; Brain drain; Scarcity; Immigration; Demographic economics; Economics; Political science; Development economics; Market economy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003104294,0.0000630517,0.00006192107,0.00004381307,0.0002257021,0.0001054232,0.0001396884,0.00005429751,0.002829938],"category_scores_gemma":[0.0001376708,0.00005659786,0.00002339388,0.0001654165,0.00003535533,0.0001751265,0.00001090164,0.00007863461,0.0002187739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007680901,"about_ca_system_score_gemma":0.00005120164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00133145,"about_ca_topic_score_gemma":0.0789355,"domain_scores_codex":[0.9991212,0.0001024217,0.0001238072,0.000140442,0.0003924415,0.000119682],"domain_scores_gemma":[0.999667,0.00004939253,0.00004301115,0.0001067467,0.00008389317,0.00004989345],"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":[0.0002288189,0.002574914,0.3232608,0.000002430531,0.0001564845,0.00006917274,0.1938394,0.0005243317,0.0009524702,0.4092481,0.05821577,0.01092746],"study_design_scores_gemma":[0.0004339937,0.00005731604,0.06074157,0.000003610359,0.000007695704,5.434948e-7,0.01249081,0.0004975451,0.000001816863,0.0002441516,0.9254224,0.00009851455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7943673,0.000007525852,0.00006830699,0.005454397,0.000733475,0.0002182242,0.000004576675,0.00007051315,0.1990757],"genre_scores_gemma":[0.9744608,0.00007932382,0.00003393825,0.001631279,0.0003338868,0.00001685419,0.00002263981,0.000005965359,0.02341535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8672067,"threshold_uncertainty_score":0.9980816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226506765080156,"score_gpt":0.3089971634374327,"score_spread":0.2967320957866312,"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."}}