{"call_id":"call_52cde0df","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_evans_1998.tab7_c5_weeks.tool/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"fertility","index":0,"op":"derive","args":{"name":"morekids","op":"map","args":{"column":"morekids","mapping":[{"source":"yes","target":1},{"source":"no","target":0}],"default":null,"keep_unmapped":false}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":254654,"rows_after":254654,"frame_sha256_before":"14e3e85c163df88fb9c18f589cc13bfc687afe4620e454d7ad2cd771eb790afc","frame_sha256_after":"5a972366e3e81d242afa81dbe6d2d943fcf193bf69e8ce7fa41dbbf6ab6e4ede"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:12.178589Z","duration_ms":24.473249912261963,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_c764a138","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_evans_1998.tab7_c5_weeks.tool/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"fertility","index":1,"op":"derive","args":{"name":"blackm","op":"map","args":{"column":"afam","mapping":[{"source":"yes","target":1},{"source":"no","target":0}],"default":null,"keep_unmapped":false}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":254654,"rows_after":254654,"frame_sha256_before":"5a972366e3e81d242afa81dbe6d2d943fcf193bf69e8ce7fa41dbbf6ab6e4ede","frame_sha256_after":"18ccebde6b6d1cffcdfca5dffd507d2d5d44cbc27b4402809ab213a91e8a4cda"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:12.492896Z","duration_ms":26.077541988343,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_4769a039","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_evans_1998.tab7_c5_weeks.tool/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"fertility","index":2,"op":"derive","args":{"name":"hispm","op":"map","args":{"column":"hispanic","mapping":[{"source":"yes","target":1},{"source":"no","target":0}],"default":null,"keep_unmapped":false}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":254654,"rows_after":254654,"frame_sha256_before":"18ccebde6b6d1cffcdfca5dffd507d2d5d44cbc27b4402809ab213a91e8a4cda","frame_sha256_after":"904f43a670311cf6492c7bc7d26228c8eed3f42f6b9188aef02409168a8688ef"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:12.795157Z","duration_ms":22.407582961022854,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_9955050e","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_evans_1998.tab7_c5_weeks.tool/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"fertility","index":3,"op":"derive","args":{"name":"othracem","op":"map","args":{"column":"other","mapping":[{"source":"yes","target":1},{"source":"no","target":0}],"default":null,"keep_unmapped":false}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":254654,"rows_after":254654,"frame_sha256_before":"904f43a670311cf6492c7bc7d26228c8eed3f42f6b9188aef02409168a8688ef","frame_sha256_after":"8aaea27cf87bbbd82f9f406d3e60c2dcb97ba224e38f2aed34b50b431f33d829"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:13.082134Z","duration_ms":24.288708111271262,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_2d54f1f7","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_evans_1998.tab7_c5_weeks.tool/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"fertility","index":4,"op":"derive","args":{"name":"boy1st","op":"map","args":{"column":"gender1","mapping":[{"source":"male","target":1},{"source":"female","target":0}],"default":null,"keep_unmapped":false}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":254654,"rows_after":254654,"frame_sha256_before":"8aaea27cf87bbbd82f9f406d3e60c2dcb97ba224e38f2aed34b50b431f33d829","frame_sha256_after":"666ccf9c0cdf5308df26daa58ea1554f6d426cdde074a8bf81526527de38bed8"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:13.388305Z","duration_ms":22.266834042966366,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_76cd1fe5","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_evans_1998.tab7_c5_weeks.tool/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"fertility","index":5,"op":"derive","args":{"name":"boy2nd","op":"map","args":{"column":"gender2","mapping":[{"source":"male","target":1},{"source":"female","target":0}],"default":null,"keep_unmapped":false}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":254654,"rows_after":254654,"frame_sha256_before":"666ccf9c0cdf5308df26daa58ea1554f6d426cdde074a8bf81526527de38bed8","frame_sha256_after":"b2ccbd1a7c9a5e1ba4301b18210da3b9b8112e20112bd17fee0ce50a359b95dc"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:13.650643Z","duration_ms":47.30800003744662,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_f3290737","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_evans_1998.tab7_c5_weeks.tool/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"fertility","index":6,"op":"derive","args":{"name":"sex_gap","op":"diff","args":{"left":"boy1st","right":"boy2nd"}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":254654,"rows_after":254654,"frame_sha256_before":"b2ccbd1a7c9a5e1ba4301b18210da3b9b8112e20112bd17fee0ce50a359b95dc","frame_sha256_after":"b25bee20ec5a023e187b2f0ddf0487886475546e79353d2e9e68b277ca9e3e2e"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:13.948376Z","duration_ms":17.930957954376936,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_cb8fba8b","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_evans_1998.tab7_c5_weeks.tool/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"fertility","index":7,"op":"derive","args":{"name":"samesex","op":"indicator","args":{"column":"sex_gap","cmp":"eq","value":0}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":254654,"rows_after":254654,"frame_sha256_before":"b25bee20ec5a023e187b2f0ddf0487886475546e79353d2e9e68b277ca9e3e2e","frame_sha256_after":"935084af856b7a5ca2182d0ebff14025a8f9f22c87b00d8776816b2cc050bd29"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:14.213417Z","duration_ms":17.681792145594954,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_2243d520","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_evans_1998.tab7_c5_weeks.tool/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"fertility","index":8,"op":"rename","args":{"map":{"age":"agem1","work":"weeksm1"}}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":254654,"rows_after":254654,"frame_sha256_before":"935084af856b7a5ca2182d0ebff14025a8f9f22c87b00d8776816b2cc050bd29","frame_sha256_after":"ccc82e5f578830b41a9c7c1fefd286621e9fe41c0d0cb0edac48dbdca5ae5db2"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:14.483406Z","duration_ms":0.22504199296236038,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_9a75c23a","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_evans_1998.tab7_c5_weeks.tool/e1a1","step":"data","kind":"note","name":"data.transform","version":"","code_version":"62cdbe0860ad","inputs":{"dataset":"fertility","index":9,"op":"select","args":{"columns":["gender1","gender2","boy1st","boy2nd","samesex","morekids","agem1","blackm","hispm","othracem","weeksm1"]}},"input_digest":"","dataset_digests":{},"result":null,"outputs":{"rows_before":254654,"rows_after":254654,"frame_sha256_before":"ccc82e5f578830b41a9c7c1fefd286621e9fe41c0d0cb0edac48dbdca5ae5db2","frame_sha256_after":"c7a28c42496c51fa4ea223123cad6242aaa393634242d66e383c351dd0f471ef"},"output_digest":"","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:14.738756Z","duration_ms":11.34050008840859,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
{"call_id":"call_0f3fcde1","run_id":"20261015T165911Z-suite-paper_repro-baseline-8b4f85/paper_repro.angrist_evans_1998.tab7_c5_weeks.tool/e1a1","step":"analysis","kind":"tool","name":"infer.iv_2sls","version":"0.1.0","code_version":"62cdbe0860ad","inputs":{"dataset":"fertility","y":"weeksm1","endog":["morekids"],"instruments":["samesex"],"exog":["agem1","boy1st","boy2nd","blackm","hispm","othracem"],"cluster":null,"se":"classical","subset":null,"level":0.95},"input_digest":"67bdb98a467f3d3a799031cce04e98eb995a21205b2a2bfb3e5c9377bcd3df8a","dataset_digests":{"fertility":"c7a28c42496c51fa4ea223123cad6242aaa393634242d66e383c351dd0f471ef"},"result":{"tool":"infer.iv_2sls","version":"0.1.0","call_id":"call_0f3fcde1","status":"ok","reason":"","figures":[{"key":"coef.morekids","value":-5.746409761250555,"unit":"","label":"2SLS effect of morekids on weeksm1","se":1.2372527665239512,"ci_low":-8.171392149657683,"ci_high":-3.321427372843427,"ci_level":0.95,"derivation":{"steps":[{"text_pt":"Com um instrumento e um regressor endógeno, o MQ2E é a razão entre o coeficiente de samesex na forma reduzida (weeksm1 sobre samesex e os controles) e no primeiro estágio (morekids sobre samesex e os controles).","formula":"β = ρ / π","terms":[{"symbol":"ρ","value":-0.39394603117670596,"unit":"","note":"forma reduzida"},{"symbol":"π","value":0.06855515835874637,"unit":"","note":"primeiro estágio"}],"result":-5.746409761250555,"unit":""},{"text_pt":"Erro-padrão clássico (homocedástico): a raiz da variância estimada do coeficiente.","formula":"ep = √V_jj","terms":[{"symbol":"V_jj","value":1.5307944082711709,"unit":"","note":"diagonal da matriz de covariância"}],"result":1.2372527665239512,"unit":""},{"text_pt":"Intervalo de 95% de confiança: a estimativa mais ou menos o valor crítico da distribuição t de Student com 254646 graus de liberdade vezes o erro-padrão.","formula":"IC = β ± c · ep","terms":[{"symbol":"β","value":-5.746409761250555,"unit":"","note":""},{"symbol":"c","value":1.9599733005407542,"unit":"","note":"quantil 0.975"},{"symbol":"ep","value":1.2372527665239512,"unit":"","note":""}],"result":null,"unit":""}],"note_pt":""}}],"diagnostics":[{"name":"first_stage_F.morekids","value":1298.942196093575,"flag":false,"note":"Wald F of the excluded instruments in the first stage for morekids (classical (homoskedastic) standard errors)"},{"name":"partial_r2.morekids","value":0.0050750844496005865,"flag":false,"note":"share of the variation the instruments explain beyond the controls"},{"name":"weak_instrument","value":false,"flag":false,"note":"every first-stage F is at least 10"},{"name":"n_obs","value":254654,"flag":false,"note":""},{"name":"se_type","value":"classical","flag":false,"note":"classical (homoskedastic) standard errors"},{"name":"n_clusters","value":null,"flag":false,"note":"errors not clustered"}],"tables":{"coefficients":[{"term":"Intercept","coef":-4.693314257877694,"se":0.4074865444776059,"t":-11.51771591352662,"p":1.0932058054319445e-30,"ci_low":-5.491977005383414,"ci_high":-3.894651510371974},{"term":"agem1","coef":0.8305054269119668,"se":0.02277725759996795,"t":36.462046550904155,"p":2.5050309446894502e-290,"ci_low":0.7858626101564906,"ci_high":0.875148243667443},{"term":"boy1st","coef":-0.012417715435160728,"se":0.08551429292595505,"t":-0.14521216290606478,"p":0.8845434780405558,"ci_low":-0.18002344638465373,"ci_high":0.15518801551433226},{"term":"boy2nd","coef":-0.16764237785338926,"se":0.08536765731866344,"t":-1.9637692203220218,"p":0.04955794736073631,"ci_low":-0.3349607069276821,"ci_high":-0.00032404877909639196},{"term":"blackm","coef":11.61442567030544,"se":0.2283721292733859,"t":50.85745667502941,"p":0.0,"ci_low":11.166822394341962,"ci_high":12.062028946268919},{"term":"hispm","coef":0.3914218305669317,"se":0.258786460764015,"t":1.512528242054617,"p":0.13040077454447038,"ci_low":-0.11579272307197519,"ci_high":0.8986363842058386},{"term":"othracem","coef":2.1295958283687737,"se":0.2058320414567736,"t":10.346279487375176,"p":4.40078106016244e-25,"ci_low":1.7261705227176998,"ci_high":2.5330211340198474},{"term":"morekids","coef":-5.746409761250555,"se":1.2372527665239512,"t":-4.64449134140555,"p":3.4108531610220233e-6,"ci_low":-8.171392149657683,"ci_high":-3.321427372843427}],"first_stage":[{"endog":"morekids","instrument":"samesex","coef":0.06855515835874637,"se":0.0019021520332800665,"t":36.040840668519024,"p":1.0026728179589989e-283,"ci_low":0.06482699115994814,"ci_high":0.0722833255575446}],"reduced_form":[{"instrument":"samesex","coef":-0.39394603117670596,"se":0.08564005109967326,"t":-4.600020972876427,"p":4.226513983905047e-6,"ci_low":-0.5617982447890114,"ci_high":-0.2260938175644005}]},"datasets":{},"warnings":[],"assumptions":["the instruments affect the outcome only through the endogenous regressors (exclusion restriction)","the instruments are as good as randomly assigned given the controls","errors are independent and have the same variance for every observation"],"notes":""},"outputs":null,"output_digest":"928b5073a8c0cedf18c83110097b6b5de4aeacc05a7b4b08f53348945153db33","params_versions":[],"sources":[],"started_at":"2026-10-15T16:59:14.996433Z","duration_ms":518.3213748969138,"error":null,"decided_by":"code","rationale":"","cached":false,"informed_by":[],"model":null,"prompt":null,"response":null,"tokens_in":null,"tokens_out":null,"meta":{}}
