{"id":"W1978726690","doi":"10.1002/jid.1520","title":"A disaggregated empirical analysis of the determinants of IMF arrangements: Does one model fit all?","year":2008,"lang":"en","type":"article","venue":"Journal of International Development","topic":"International Development and Aid","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Economics; Financial crisis; Rest (music); Capital market; Developing country; International economics; Emerging markets; Foreign exchange; Capital (architecture); Macroeconomics; Development economics; Monetary economics; Economic growth; Geography; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000706537,0.0001130448,0.0003436622,0.0004470978,0.0001424611,0.00001748239,0.0007755077,0.00006041478,0.0003313018],"category_scores_gemma":[0.0003043759,0.00006865997,0.0002845615,0.00047804,0.0001857899,0.0002479418,0.0001095745,0.0001217927,0.000003157592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045789,"about_ca_system_score_gemma":0.000718876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005893511,"about_ca_topic_score_gemma":0.0004337386,"domain_scores_codex":[0.9969406,0.00007240057,0.001021558,0.0001167567,0.001688462,0.0001602495],"domain_scores_gemma":[0.9977373,0.0001005996,0.001064002,0.0000883258,0.0009386463,0.00007111256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001878508,0.0006807052,0.9603236,0.00001339184,0.004312853,0.00001891595,0.02648666,0.002168051,0.0007063829,0.001897234,0.001449933,0.001754361],"study_design_scores_gemma":[0.0008059259,0.00003287679,0.9710472,0.0002503569,0.0002880237,0.000008294579,0.000682839,0.004468227,0.009164627,0.001305986,0.01172741,0.0002182766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928912,0.00003202464,0.0005558094,0.003084043,0.0006478055,0.00009105314,0.0000147694,0.000004309858,0.002679016],"genre_scores_gemma":[0.9929293,0.0001989627,0.004383952,0.0002266436,0.00007497046,0.000003529645,0.000004796475,0.000006085326,0.002171697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02580382,"threshold_uncertainty_score":0.3627522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09119613786829289,"score_gpt":0.366754486791794,"score_spread":0.2755583489235011,"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."}}