{"id":"W3135514589","doi":"10.3390/jrfm14030098","title":"Why Do Countries Request Assistance from International Monetary Fund? An Empirical Analysis","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"International Development and Aid","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endogeneity; Panel data; Economics; Panel analysis; Sample (material); Debt; Debt service coverage ratio; Monetary economics; Real gross domestic product; External debt; Demographic economics; Macroeconomics; Econometrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001579868,0.0002405617,0.0004318871,0.002077161,0.0004481934,0.001774287,0.0006518554,0.0009155601,0.007613709],"category_scores_gemma":[0.008601938,0.000189574,0.0005325736,0.003874938,0.0006471842,0.001240733,0.0007247591,0.001397348,0.001226415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005512796,"about_ca_system_score_gemma":0.0007252897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087582,"about_ca_topic_score_gemma":0.008003702,"domain_scores_codex":[0.9991882,0.0002463234,0.00007832454,0.0001489024,0.0001093645,0.0002287801],"domain_scores_gemma":[0.9826967,0.009166144,0.006221943,0.0004067366,0.000677958,0.0008307189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001040843,0.0002169461,0.9858738,0.00007221615,0.0001602546,0.0003696653,0.0005471566,0.0008303361,0.0000705992,0.0009237697,0.003238651,0.007592461],"study_design_scores_gemma":[0.0000194011,0.00006570684,0.9857289,0.0001023425,0.0001633686,0.0001730559,0.005498029,0.003346028,0.0001411668,0.0004096555,0.00433525,0.00001708909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933156,0.0009157647,0.0001950914,0.0009959562,0.0000201726,0.00002187425,0.002148356,0.000012216,0.00237498],"genre_scores_gemma":[0.9948649,0.0007338209,0.0001012526,0.0001104626,0.00005848497,0.00002766552,0.003013431,0.000006298222,0.001083715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01087582,"threshold_uncertainty_score":0.02547044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609717756985317,"score_gpt":0.2960097799749143,"score_spread":0.2799126024050612,"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."}}