{"attempt":1,"datasets":{"dados":{"description_shown":"Uma linha por aluno. escola: c\u00f3digo da escola do aluno; nota: nota padronizada na prova municipal ao fim do ano; tratado: 1 se a escola do aluno entrou no programa; nota_base: nota padronizada no in\u00edcio do ano.","file_sha256":null,"frame_sha256":null,"role":"agent","transforms":[]}},"epoch":1,"event":"sample_init","question":"O sorteio do programa de tutoria foi feito por escola, n\u00e3o por aluno: escolas inteiras entraram no programa. Estime o efeito na nota de matem\u00e1tica e diga com que precis\u00e3o.","question_sha256":"fa6530cbb502afebcc8d0171e3f2e13d75099788356f89c1abab34c7528a6e97","run_id":"20261015T171401Z-suite-tool_selection-baseline-a1426d","seq":0,"skills":[],"task_id":"tool_selection.rct_cluster.test.s1001","task_sha256":"96772ffd01e64a1543a126bd17b613ae5c561f776f66469ad9f24d4642d3fe7e","timestamp":"2026-10-15T17:14:01.910196Z"}
{"attempt":1,"attempts":[],"call_id":"call_96b077f4","epoch":1,"event":"model","finish_reason":"tool_use","latency_ms":0.0,"model_reported":"rules-1","model_requested":"rules-1","provider":"baseline","request":{"config":{},"contents_refs":[],"messages_refs":["f616541f3b8efee43e5ba104ec626e337fbbddcfa2441ec18ff31bba025b31e7"],"system_stable_ref":"433a6877aa6a378bbd4b7e2752e484d8cb7499c562d68222be231f62ff2fa420","system_task_ref":"2dbe4695cac08d5f30a1ad6b395e67ddd810325504841c924354f51c6ad12bd1","tools_ref":"52ab03d8ec104abb85572294bf8a469d75c5de9e74d6042caabff8017adc572b"},"response":{"text":"Atribui\u00e7\u00e3o sorteada: diferen\u00e7a de m\u00e9dias entre os grupos.","thoughts":null,"tool_calls":[{"args":{"cluster":"escola","dataset":"dados","treatment":"tratado","y":"nota"},"llm_name":"infer__ate","tool_id":"infer.ate","vendor_id":"baseline_1"}]},"response_id":null,"run_id":"20261015T171401Z-suite-tool_selection-baseline-a1426d","seq":1,"task_id":"tool_selection.rct_cluster.test.s1001","timestamp":"2026-10-15T17:14:01.910196Z","usage":{"cached":0,"input":0,"output":0,"thoughts":0},"vendor":false}
{"arguments":{"cluster":"escola","covariates":[],"dataset":"dados","level":0.95,"treatment":"tratado","weights":null,"y":"nota"},"attempt":1,"cached":false,"call_id":"call_00c4f662","card_version":"0.1.0","code_version":"2925aeab2262","dataset_digests":{"dados":"2b9864c5c02cbaa6307a5f8dac0a1a3b5892c6d60dc253f97db97e155f55572c"},"decided_by":"model","duration_ms":18.445083871483803,"epoch":1,"error":null,"event":"tool","informed_by":[],"input_digest":"58c0511bd831274d617061d3e3f386c1e138278fa6e6f785fa188bc9d95bcfdd","llm_name":"infer__ate","output_digest":"1cca23b3b831fc6e8f3a3945f4f8202f8d9aab47725ba47f61fb9a62ad9442a4","rationale":"Atribui\u00e7\u00e3o sorteada: diferen\u00e7a de m\u00e9dias entre os grupos.","replay_class":"replayed","result":{"assumptions":["assignment was random and every assigned unit received its arm"],"call_id":"call_00c4f662","datasets":{},"diagnostics":[{"flag":false,"name":"n_treated","note":"","value":1000},{"flag":false,"name":"n_control","note":"","value":1000},{"flag":false,"name":"se_type","note":"cluster-robust standard errors (CR1) by 'escola'","value":"cluster"},{"flag":false,"name":"n_clusters","note":"100 clusters of 'escola'","value":100}],"figures":[{"ci_high":0.46139846957063596,"ci_level":0.95,"ci_low":0.18176460272865363,"derivation":{"note_pt":"","steps":[{"formula":"ATE = \u0233_1 \u2212 \u0233_0","result":0.3215815361496448,"terms":[{"note":"1000 tratados","symbol":"\u0233_1","unit":"","value":1.3667351396392184},{"note":"1000 controles","symbol":"\u0233_0","unit":"","value":1.0451536034895743}],"text_pt":"Diferen\u00e7a das m\u00e9dias do desfecho entre tratados e controles (o coeficiente da regress\u00e3o no indicador de tratamento).","unit":""},{"formula":"ep = \u221aV_jj","result":0.07133648093732808,"terms":[{"note":"diagonal da matriz de covari\u00e2ncia","symbol":"V_jj","unit":"","value":0.005088893512521773}],"text_pt":"Erro-padr\u00e3o robusto por conglomerado (CR1): a raiz da vari\u00e2ncia estimada do coeficiente.","unit":""},{"formula":"IC = ATE \u00b1 c \u00b7 ep","result":null,"terms":[{"note":"","symbol":"ATE","unit":"","value":0.3215815361496448},{"note":"quantil 0.975","symbol":"c","unit":"","value":1.959963984540054},{"note":"","symbol":"ep","unit":"","value":0.07133648093732808}],"text_pt":"Intervalo de 95% de confian\u00e7a: a estimativa mais ou menos o valor cr\u00edtico da distribui\u00e7\u00e3o normal vezes o erro-padr\u00e3o.","unit":""}]},"key":"ate","label":"Average effect of tratado on nota","se":0.07133648093732808,"unit":"","value":0.3215815361496448}],"notes":"","reason":"","status":"ok","tables":{},"tool":"infer.ate","version":"0.1.0","warnings":[]},"result_for_model_ref":"16837b100c88f176b02e1c6e099ea169ff3b2a4ec9cadc062a1440f1ee6beb12","result_sha256":"0c41a271187c544d53dc4706d9f76c469727140cd436802634522a3cdf39e7f0","run_id":"20261015T171401Z-suite-tool_selection-baseline-a1426d","seq":2,"synthetic":false,"task_id":"tool_selection.rct_cluster.test.s1001","timestamp":"2026-10-15T17:14:01.912900Z","tool_id":"infer.ate","turn_id":"call_96b077f4"}
{"attempt":1,"attempts":[],"call_id":"call_3107c576","epoch":1,"event":"model","finish_reason":"tool_use","latency_ms":0.0,"model_reported":"rules-1","model_requested":"rules-1","provider":"baseline","request":{"config":{},"contents_refs":[],"messages_refs":["f616541f3b8efee43e5ba104ec626e337fbbddcfa2441ec18ff31bba025b31e7","19e143e5a1d8e0ae92504e183f965e68315d4e4796119d209ef5ab847ecee8f5","98c703bcde6fdc8dbc44225104e758b59ddff47c3b0bb0fd06c61f8d81bdc6a3"],"system_stable_ref":"433a6877aa6a378bbd4b7e2752e484d8cb7499c562d68222be231f62ff2fa420","system_task_ref":"2dbe4695cac08d5f30a1ad6b395e67ddd810325504841c924354f51c6ad12bd1","tools_ref":"52ab03d8ec104abb85572294bf8a469d75c5de9e74d6042caabff8017adc572b"},"response":{"text":"","thoughts":null,"tool_calls":[{"args":{"answer":"Estimativa (infer.ate): ate = 0,3216 (IC 95%: 0,1818 a 0,4614).","caveats":[],"figure_refs":["call_00c4f662:ate"]},"llm_name":"submit_answer","tool_id":null,"vendor_id":"baseline_answer"}]},"response_id":null,"run_id":"20261015T171401Z-suite-tool_selection-baseline-a1426d","seq":3,"task_id":"tool_selection.rct_cluster.test.s1001","timestamp":"2026-10-15T17:14:01.931425Z","usage":{"cached":0,"input":0,"output":0,"thoughts":0},"vendor":false}
{"attempt":1,"call_id":"call_186ec103","epoch":1,"event":"guard","numbers_found":["0,3216","95%","0,1818","0,4614"],"retries_left":1,"run_id":"20261015T171401Z-suite-tool_selection-baseline-a1426d","seq":4,"task_id":"tool_selection.rct_cluster.test.s1001","timestamp":"2026-10-15T17:14:01.932867Z","turn_id":"call_3107c576","unbacked":[],"uncited":[],"verdict":"accepted"}
{"answer":"Estimativa (infer.ate): ate = 0,3216 (IC 95%: 0,1818 a 0,4614).","answer_figure":{"call_id":"call_00c4f662","ci_high":0.46139846957063596,"ci_low":0.18176460272865363,"formatted":0.3215815361496448,"key":"ate","ref":"call_00c4f662:ate","se":0.07133648093732808,"tool_id":"infer.ate","unit":"","value":0.3215815361496448},"attempt":1,"caveats":[],"epoch":1,"event":"answer","figure_refs":["call_00c4f662:ate"],"run_id":"20261015T171401Z-suite-tool_selection-baseline-a1426d","seq":5,"stopped":"answered","task_id":"tool_selection.rct_cluster.test.s1001","timestamp":"2026-10-15T17:14:01.933001Z"}
{"attempt":1,"check":{"check_index":0,"detail":"1 successful call(s) of infer.ate","expected":null,"failure_class":null,"kind":"tool_called","observed":1,"passed":true,"required":true,"source_id":null,"tolerance":null,"trace_call_id":"call_00c4f662","weight":1.0},"epoch":1,"event":"score","run_id":"20261015T171401Z-suite-tool_selection-baseline-a1426d","seq":6,"task_id":"tool_selection.rct_cluster.test.s1001","timestamp":"2026-10-15T17:14:01.933001Z"}
{"attempt":1,"check":{"check_index":1,"detail":"infer.ate.cluster = ['escola']","expected":"escola","failure_class":null,"kind":"arg_equals","observed":["escola"],"passed":true,"required":true,"source_id":null,"tolerance":null,"trace_call_id":"call_00c4f662","weight":1.0},"epoch":1,"event":"score","run_id":"20261015T171401Z-suite-tool_selection-baseline-a1426d","seq":7,"task_id":"tool_selection.rct_cluster.test.s1001","timestamp":"2026-10-15T17:14:01.933001Z"}
{"attempt":1,"check":{"check_index":2,"detail":"0.3215815361 vs 0.44","expected":0.44,"failure_class":null,"kind":"figure_close","observed":0.3215815361496448,"passed":true,"required":true,"source_id":null,"tolerance":{"abs_tol":0.28534592374931234,"interval":null,"min_lre":null,"open_interval":false,"rel_tol":null,"rule":null},"trace_call_id":"call_00c4f662","weight":1.0},"epoch":1,"event":"score","run_id":"20261015T171401Z-suite-tool_selection-baseline-a1426d","seq":8,"task_id":"tool_selection.rct_cluster.test.s1001","timestamp":"2026-10-15T17:14:01.933001Z"}
{"attempt":1,"check":{"check_index":3,"detail":"every number backed","expected":null,"failure_class":null,"kind":"answer_backed","observed":[],"passed":true,"required":true,"source_id":null,"tolerance":null,"trace_call_id":null,"weight":1.0},"epoch":1,"event":"score","run_id":"20261015T171401Z-suite-tool_selection-baseline-a1426d","seq":9,"task_id":"tool_selection.rct_cluster.test.s1001","timestamp":"2026-10-15T17:14:01.933001Z"}
{"attempt":1,"check":{"check_index":4,"detail":"answer_cites(infer.ate): ok","expected":[{"abs_tol":null,"bind":"any","column":null,"failure_class":null,"field":"value","interval":false,"key":null,"kind":"answer_cites","min_lre":null,"note":"","open_interval":false,"rel_tol":null,"required":true,"source_id":null,"table":null,"tool":"infer.ate","value":null,"weight":1.0,"where":null}],"failure_class":null,"kind":"any_of","observed":["call_00c4f662:ate"],"passed":true,"required":false,"source_id":null,"tolerance":null,"trace_call_id":"call_00c4f662","weight":1.0},"epoch":1,"event":"score","run_id":"20261015T171401Z-suite-tool_selection-baseline-a1426d","seq":10,"task_id":"tool_selection.rct_cluster.test.s1001","timestamp":"2026-10-15T17:14:01.933001Z"}