{"id":"W4383645553","doi":"10.1016/j.jimonfin.2023.102904","title":"Capital flows and growth across developing countries","year":2023,"lang":"en","type":"article","venue":"Journal of International Money and Finance","topic":"Global Financial Crisis and Policies","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Economics; Developing country; Foreign direct investment; Monetary economics; External debt; Debt; Investment (military); Capital (architecture); International economics; Capital flows; Current account; Net foreign assets; Macroeconomics; Exchange rate; Market economy; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009438242,0.0003829987,0.0003647439,0.002333513,0.0006601633,0.002706564,0.0002809075,0.0006212441,0.002844684],"category_scores_gemma":[0.0034961,0.0002712524,0.0004112412,0.004899327,0.001365638,0.002614312,0.001703172,0.001251857,0.0003769123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703126,"about_ca_system_score_gemma":0.001264791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0312966,"about_ca_topic_score_gemma":0.02398716,"domain_scores_codex":[0.9997239,0.00007019466,0.0000235072,0.00004050818,0.00002983282,0.0001121125],"domain_scores_gemma":[0.9970193,0.001113736,0.001033705,0.0001005232,0.0003731663,0.0003595692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008558138,0.0001200085,0.9311686,0.0001235689,0.0003316242,0.0008445544,0.002280245,0.01280167,0.0005640198,0.03073949,0.003629748,0.01654075],"study_design_scores_gemma":[0.00004483925,0.0000895835,0.9706123,0.0001392289,0.0001792537,0.0002858847,0.004233728,0.004289995,0.0005591203,0.01157269,0.007962325,0.00003115376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855403,0.003124533,0.0003547767,0.001834602,0.00003277262,0.000008063294,0.001804818,0.00001964031,0.007280507],"genre_scores_gemma":[0.9973127,0.001281899,0.00007344232,0.00004825112,0.0000208214,0.000004676795,0.0005688893,0.000004621181,0.0006846227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0312966,"threshold_uncertainty_score":0.06222892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886411808832367,"score_gpt":0.2499030214661425,"score_spread":0.2310389033778188,"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."}}