{"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 munic\u00edpio sorteou metade das suas 120 escolas para adotar o novo material de matem\u00e1tica; todos os alunos das escolas sorteadas usaram o material. Qual o efeito do material sobre a nota dos alunos?","question_sha256":"f5fb926b4cab83f41861d6e4108bfbde53c65bad219b8aaadbdd533e4ba0a0a3","run_id":"20261015T171350Z-suite-tool_selection-scripted-900f27","seq":0,"skills":[],"task_id":"tool_selection.rct_cluster.test.s1003","task_sha256":"d883e9f79bc40ef125fefe9a148e1d7b04010cca5bf5da0be7518b6b8222c586","timestamp":"2026-10-15T17:13:50.579251Z"}
{"attempt":1,"attempts":[],"call_id":"call_fe93b629","epoch":1,"event":"model","finish_reason":"tool_use","latency_ms":0.0,"model_reported":"reference","model_requested":"reference","provider":"scripted","request":{"config":{},"contents_refs":[],"messages_refs":["24c31a2215475149f6179250558b2c4a85f5d19ee924fd76d1ad91ffd181cae4"],"system_stable_ref":"433a6877aa6a378bbd4b7e2752e484d8cb7499c562d68222be231f62ff2fa420","system_task_ref":"84523358b4d909386a3cb140a9eba8c361bd6d299c33038cd59755d6894d1426","tools_ref":"52ab03d8ec104abb85572294bf8a469d75c5de9e74d6042caabff8017adc572b"},"response":{"text":"Sorteio por escola: diferen\u00e7a de m\u00e9dias com erros agrupados por escola.","thoughts":null,"tool_calls":[{"args":{"cluster":"escola","dataset":"dados","treatment":"tratado","y":"nota"},"llm_name":"infer__ate","tool_id":"infer.ate","vendor_id":"script_1"}]},"response_id":null,"run_id":"20261015T171350Z-suite-tool_selection-scripted-900f27","seq":1,"task_id":"tool_selection.rct_cluster.test.s1003","timestamp":"2026-10-15T17:13:50.579251Z","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_9242401c","card_version":"0.1.0","code_version":"2925aeab2262","dataset_digests":{"dados":"4d2785a41162ff294f3f7623e4b1c83927d629b543cdcb989a534e6e886a34b8"},"decided_by":"model","duration_ms":24.813000112771988,"epoch":1,"error":null,"event":"tool","informed_by":[],"input_digest":"58c0511bd831274d617061d3e3f386c1e138278fa6e6f785fa188bc9d95bcfdd","llm_name":"infer__ate","output_digest":"a9974a6ac1ebac892c7efed6df347587a7e9d99115596d85922f0c80fef4337f","rationale":"Sorteio por escola: diferen\u00e7a de m\u00e9dias com erros agrupados por escola.","replay_class":"replayed","result":{"assumptions":["assignment was random and every assigned unit received its arm"],"call_id":"call_9242401c","datasets":{},"diagnostics":[{"flag":false,"name":"n_treated","note":"","value":1500},{"flag":false,"name":"n_control","note":"","value":1500},{"flag":false,"name":"se_type","note":"cluster-robust standard errors (CR1) by 'escola'","value":"cluster"},{"flag":false,"name":"n_clusters","note":"120 clusters of 'escola'","value":120}],"figures":[{"ci_high":0.5434619552073668,"ci_level":0.95,"ci_low":0.32988664197315576,"derivation":{"note_pt":"","steps":[{"formula":"ATE = \u0233_1 \u2212 \u0233_0","result":0.4366742985902613,"terms":[{"note":"1500 tratados","symbol":"\u0233_1","unit":"","value":1.4964364231110965},{"note":"1500 controles","symbol":"\u0233_0","unit":"","value":1.0597621245208344}],"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":0.05448449943949632,"terms":[{"note":"diagonal da matriz de covari\u00e2ncia","symbol":"V_jj","unit":"","value":0.0029685606791724746}],"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":0.4366742985902613},{"note":"quantil 0.975","symbol":"c","unit":"","value":1.959963984540054},{"note":"","symbol":"ep","unit":"","value":0.05448449943949632}],"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":0.05448449943949632,"unit":"","value":0.4366742985902613}],"notes":"","reason":"","status":"ok","tables":{},"tool":"infer.ate","version":"0.1.0","warnings":[]},"result_for_model_ref":"9a4ee702b8e8b59f3a3842c26e568870cc331c7b0fcecbb5dc5ef70e25ef95e9","result_sha256":"686fbec991956299f9e799467abfb9253d30f586ad6008a591b6e0db98b2c678","run_id":"20261015T171350Z-suite-tool_selection-scripted-900f27","seq":2,"synthetic":false,"task_id":"tool_selection.rct_cluster.test.s1003","timestamp":"2026-10-15T17:13:50.590136Z","tool_id":"infer.ate","turn_id":"call_fe93b629"}
{"attempt":1,"attempts":[],"call_id":"call_0e8cc704","epoch":1,"event":"model","finish_reason":"tool_use","latency_ms":0.0,"model_reported":"reference","model_requested":"reference","provider":"scripted","request":{"config":{},"contents_refs":[],"messages_refs":["24c31a2215475149f6179250558b2c4a85f5d19ee924fd76d1ad91ffd181cae4","36a28a56eecbe0acd97f500dc3dd79e98f46701b0f256750924fb77731ffe3e1","6af59a657eee68a926cdfa6aaf96d23e7437018e054f5053bce44e2ddb94120d"],"system_stable_ref":"433a6877aa6a378bbd4b7e2752e484d8cb7499c562d68222be231f62ff2fa420","system_task_ref":"84523358b4d909386a3cb140a9eba8c361bd6d299c33038cd59755d6894d1426","tools_ref":"52ab03d8ec104abb85572294bf8a469d75c5de9e74d6042caabff8017adc572b"},"response":{"text":"","thoughts":null,"tool_calls":[{"args":{"answer":"Estimativa (infer.ate): ate = 0,4367.","caveats":[],"figure_refs":["call_9242401c:ate"]},"llm_name":"submit_answer","tool_id":null,"vendor_id":"script_2"}]},"response_id":null,"run_id":"20261015T171350Z-suite-tool_selection-scripted-900f27","seq":3,"task_id":"tool_selection.rct_cluster.test.s1003","timestamp":"2026-10-15T17:13:50.615029Z","usage":{"cached":0,"input":0,"output":0,"thoughts":0},"vendor":false}
{"attempt":1,"call_id":"call_0d1f1f28","epoch":1,"event":"guard","numbers_found":["0,4367"],"retries_left":1,"run_id":"20261015T171350Z-suite-tool_selection-scripted-900f27","seq":4,"task_id":"tool_selection.rct_cluster.test.s1003","timestamp":"2026-10-15T17:13:50.616722Z","turn_id":"call_0e8cc704","unbacked":[],"uncited":[],"verdict":"accepted"}
{"answer":"Estimativa (infer.ate): ate = 0,4367.","answer_figure":{"call_id":"call_9242401c","ci_high":0.5434619552073668,"ci_low":0.32988664197315576,"formatted":0.4366742985902613,"key":"ate","ref":"call_9242401c:ate","se":0.05448449943949632,"tool_id":"infer.ate","unit":"","value":0.4366742985902613},"attempt":1,"caveats":[],"epoch":1,"event":"answer","figure_refs":["call_9242401c:ate"],"run_id":"20261015T171350Z-suite-tool_selection-scripted-900f27","seq":5,"stopped":"answered","task_id":"tool_selection.rct_cluster.test.s1003","timestamp":"2026-10-15T17:13:50.616908Z"}
{"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_9242401c","weight":1.0},"epoch":1,"event":"score","run_id":"20261015T171350Z-suite-tool_selection-scripted-900f27","seq":6,"task_id":"tool_selection.rct_cluster.test.s1003","timestamp":"2026-10-15T17:13:50.616908Z"}
{"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_9242401c","weight":1.0},"epoch":1,"event":"score","run_id":"20261015T171350Z-suite-tool_selection-scripted-900f27","seq":7,"task_id":"tool_selection.rct_cluster.test.s1003","timestamp":"2026-10-15T17:13:50.616908Z"}
{"attempt":1,"check":{"check_index":2,"detail":"0.4366742986 vs 0.53","expected":0.53,"failure_class":null,"kind":"figure_close","observed":0.4366742985902613,"passed":true,"required":true,"source_id":null,"tolerance":{"abs_tol":0.21793799775798528,"interval":null,"min_lre":null,"open_interval":false,"rel_tol":null,"rule":null},"trace_call_id":"call_9242401c","weight":1.0},"epoch":1,"event":"score","run_id":"20261015T171350Z-suite-tool_selection-scripted-900f27","seq":8,"task_id":"tool_selection.rct_cluster.test.s1003","timestamp":"2026-10-15T17:13:50.616908Z"}
{"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":"20261015T171350Z-suite-tool_selection-scripted-900f27","seq":9,"task_id":"tool_selection.rct_cluster.test.s1003","timestamp":"2026-10-15T17:13:50.616908Z"}
{"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_9242401c:ate"],"passed":true,"required":false,"source_id":null,"tolerance":null,"trace_call_id":"call_9242401c","weight":1.0},"epoch":1,"event":"score","run_id":"20261015T171350Z-suite-tool_selection-scripted-900f27","seq":10,"task_id":"tool_selection.rct_cluster.test.s1003","timestamp":"2026-10-15T17:13:50.616908Z"}