{"id":"W4391182674","doi":"10.20339/am.12-23.016","title":"Going to study abroad as an extended brain drain: “Striving for” or “Escaping from”?","year":2023,"lang":"en","type":"article","venue":"Alma mater Vestnik Vysshey Shkoly","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Context (archaeology); Demographic economics; Geopolitics; Political science; Geography; Economics; Law; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001561321,0.0002472006,0.000336893,0.0008401782,0.002896822,0.006557347,0.0009199191,0.001558995,0.005161457],"category_scores_gemma":[0.004677951,0.0001473546,0.0002199387,0.00135997,0.006580236,0.007993463,0.005533068,0.00297553,0.0005736407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001489687,"about_ca_system_score_gemma":0.003820454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004030311,"about_ca_topic_score_gemma":0.01078604,"domain_scores_codex":[0.9986439,0.0005946662,0.00004585823,0.0001165077,0.0001427855,0.0004563118],"domain_scores_gemma":[0.9977263,0.0003666009,0.0005066509,0.0001095297,0.0001850288,0.001105894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002333578,0.0005656857,0.2479088,0.0007198605,0.0001061291,0.004114692,0.3339465,0.0004102046,0.0008797191,0.1464858,0.06567218,0.1989571],"study_design_scores_gemma":[0.0000171274,0.0001145503,0.1014904,0.001093238,0.0000287705,0.001176184,0.7834116,0.0004215432,0.000185533,0.0298356,0.08216229,0.00006312646],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483762,0.003135111,0.0009301607,0.1149735,0.0008143991,0.00002909756,0.0001393568,0.00002434584,0.03157778],"genre_scores_gemma":[0.9875944,0.002659226,0.0003012643,0.005600321,0.0002608108,0.00002792931,0.00008374132,0.00002159281,0.003450794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006557347,"threshold_uncertainty_score":0.01726681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05535239863573581,"score_gpt":0.3778667298891357,"score_spread":0.3225143312533998,"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."}}