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{"call_id":"call_ddd9d7a6","run_id":"20261015T170050Z-suite-crb_papers-scripted-8b13b2/crb_papers.q047/e1a1","step":"analysis","kind":"llm","name":"llm.analyst.scripted","version":"","code_version":"62cdbe0860ad","inputs":{"tools":["calc__annuity","calc__breakeven","calc__combine","calc__discount","calc__fiscal_impact","core__atkinson","core__equivalent_variation","core__fgt","core__gini","core__indirect_incidence","core__kakwani","core__mvpf","core__palma","core__quantile_shares","core__reynolds_smolensky","core__scale_effect","core__theil","core__welfare_change","data__cite","data__describe","data__siconfi","data__sidra","evidence__pool_dl","infer__ate","infer__density_test","infer__did_2x2","infer__did_staggered","infer__event_study","infer__fe","infer__fisher_exact","infer__iv_2sls","infer__linear_hypothesis","infer__mde","infer__neyman","infer__ols","infer__power","infer__randomization_inference","infer__rdd","infer__sample_size","infer__twfe","infer__wald_late","submit_answer"],"exemplars":[]},"input_digest":"","dataset_digests":{},"result":null,"outputs":null,"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T17:00:53.630759Z","duration_ms":0.0,"error":null,"decided_by":"model","rationale":"","cached":false,"informed_by":[],"model":"reference","prompt":"# Role\nYou are MAGI's economist. A municipal analyst in Brazil asks a question; you answer it by choosing registered tools and their arguments. The tools compute every number. Your job is to recognise how the data were generated, pick the tool whose design matches, read what it reports, and say what the result means for the analyst.\n\n# Rules\n1. You never compute a number. Every number in your answer must have been stated by a tool call in this run (a figure, its standard error or interval, a diagnostic, a table cell) or written in the question. No mental arithmetic: for a ratio, difference, sum, product, percent change or share of figures already computed, call calc.combine; to restate a log-point coefficient as a percent or an effect in standard deviations, call core.scale_effect.\n2. 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A tool that errors or declines returns its reason; fix the arguments and call again, or choose another tool.\n6. Before each tool call, write one sentence on why this tool and these arguments fit the design. It is recorded as your rationale.\n7. Finish with submit_answer. Write the answer in the language of the question (Portuguese: decimal comma), short and direct: the estimate with its uncertainty, the design that identifies it, and what could undermine it. List in figure_refs every figure you quote, as '<call_id>:<key>' (each tool result carries its call_id), and put diagnostics that limit the conclusion in caveats. Write numbers as the tools stated them; do not quote rule-of-thumb thresholds as numbers.\n\n# Datasets\nPass a dataset's id as the `dataset` argument.\n{\n \"id\": \"ds_0025\",\n \"rows\": 3016,\n \"description\": \"| Variable Name | Description |\\n| --- | --- |\\n| year | Gregorian calendar year of observation. One record per country-year. Coverage varies by country but spans much of 1828–2015. |\\n| Countryid | Numeric identifier for countries in the panel. Serves as a stable code to group observations by country across years. |\\n| primratio | Annual primary-school enrollment rate, expressed as a percentage of the resident population ages 5–14 enrolled in primary school (public and, where sources report it, private). Series are compiled from historical administrative counts and harmonized to a common 5–14 denominator; values are continuous percentages (0–100). |\\n| treatment | Civil-war exposure indicator at the country-year level. Coded 1 from the first year of the earliest intrastate war that directly involved the state onward, and 0 otherwise; war timing is drawn from the Correlates of War intrastate war records. |\\n\\nDataset Context:\\nThis is an annual country–year panel that brings together long-run measures of primary-school enrollment coverage and the timing of internal armed conflict for European and Latin American countries. The schooling series were constructed from historical administrative sources, anchored in International Historical Statistics and cross-checked against widely used decennial benchmarks, then extended backward with national statistical yearbooks, education reports compiled by the U.S. Bureau of Education (1872–1915), and regional data handbooks. The resulting enrollment measure reflects the share of children ages 5–14 enrolled in primary school each year and is available far earlier than most modern datasets, enabling analysis across the nineteenth, twentieth, and early twenty-first centuries.\\n\\nCivil conflict timing is drawn from the Correlates of War intrastate war dataset, focusing on episodes where the central state was a combatant. For each country, the panel flags the first qualifying episode and then maintains an “ever-exposed since onset” indicator thereafter, aligning conflict timing with the annual schooling series.\\n\\nBecause the coverage begins as early as the 1820s for some countries and extends to 2015 for others, the panel spans periods of early state involvement in schooling, subsequent expansion and standardization of primary education, and the modern era of administrative reporting. Start years and continuity differ by country, reflecting when governments first recorded enrollment statistics and when national primary education systems took form. 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