Tarefa crb_papers.q111
Veredito
Família do método (das chamadas de ferramentas): Regressão linear por mínimos quadrados ordinários (MQO) · infer.ols (ols · regressão linear)
coef.days_ratio_flipped =0,01713350.017133462663290154coef.days_ratio_flipped =[0.012166079761018436,0.04586725143186535]Pergunta feita ao analista
Among young Florida registrants near voting age during the 2008 election, what is the effect of being offered preregistration during the 2008 campaign (versus registering normally) on the probability of voting in 2012?
Estimativa ingênua (infer.ols): coef.days_ratio_flipped = 0,01713.
Como o agente resolveu e como foi validado
Resumo passo a passo do que o agente executou, por que o caminho está correto e como cada verificação conferiu o resultado.
- 1Preparação da base de dados
ds_0076— | Variable Name | Description | | --- | --- | | Unnamed: 0 | Row index from the CSV export; not a substantive data field. | | voted_2012 | Turnout indicator for the 2012 Florida general election from official vote history (1 = voted, 0 = did not vote). | | preregistered_2008 | Preregistration indicator based on Florida voter-file registration history for the cohort around the 2008 eligibility cutoff (1 = the registrant was added to the voter rolls via preregistration—i.e., registered before turning 18; 0 = registered through standard/regular registration after reaching voting age). | | days_ratio_flipped | Running variable measuring the registrant’s date-of-birth position relative to the November 4, 1990 cutoff. **days_ratio_flipped = 0 corresponds exactly to DOB = 1990-11-04**. Values < 0 indicate DOBs before 1990-11-04 (older; eligible by the cutoff), and values > 0 indicate DOBs after 1990-11-04 (younger; ineligible by the cutoff). (This variable is a scaled/normalized distance derived from full date of birth.) | Dataset Context: This file is a derived extract from Florida’s statewide voter registration database used in a study of youth political participation and preregistration. It contains individual-level records for registrants from a Florida voter-file snapshot obtained from the Florida Division of Elections (downloaded around May 2013). Each row represents a registrant and includes official vote history (e.g., whether the person voted in the 2012 general election), an indicator derived from registration history for whether the registrant entered the rolls via preregistration (registered before age 18), and a constructed date-of-birth proximity measure centered on a key birthdate cutoff. The analytic extract is restricted to young registrants born within a narrow window around **November 4, 1990**, which aligns with eligibility timing for the 2008 general election. Full dates of birth in the voter file are used to compute the distance-to-cutoff running variable (days_ratio_flipped), where 0 denotes an exact match to the cutoff date and the sign indicates whether the registrant was born before or after the cutoff. The resulting dataset provides a focused view of registration-mode differences (preregistration vs regular registration) and subsequent turnout behavior among adjacent birth cohorts near the 2008 eligibility threshold. - 2Chamada que gerou a resposta finalVer chamada call_87f7768e nos detalhes
infer.ols(Regressão linear por mínimos quadrados ordinários (MQO))citada na respostaLinha de base ingênua: regressão do resultado no tratamento, sem controles.
Argumentos principais- dataset:
"ds_0076"- intercept:
true- level:
- 0,95
0.95 - se:
"HC1"- x:
["days_ratio_flipped"]- y:
"voted_2012"
Resultado calculadocoef.days_ratio_flipped= 0,01713350.017133462663290154Coefficient on days_ratio_flipped in the regression of voted_2012
Diagnósticos:n_obs= 186.575186575(observations used) ·k= 22(parameters estimated, fixed-effect dummies included) ·r2= 0,0003764980.0003764980535123641·df_resid= 186.573186573·se_type="HC1"(heteroskedasticity-robust standard errors (HC1)) - 3Conferência de lastro e resposta final
Todos os 1 números escritos na resposta foram conferidos contra as ferramentas e o enunciado (nenhum número sem lastro).
Números encontrados:0,01713Figuras citadas:call_87f7768e:coef.days_ratio_flipped- #0resposta com lastroevery number traced to a tool call or the question
- #1figura da resposta próximaCRB estimate_within_solution_ci: the answer figure inside the gold 95% interval effect ± 1.96·|SE| of source crb_papers.q111.gold (closed, evaluate_result.py; no --auto-rescale)
- #2figura da resposta próximareplication cell: the gold effect to rel 1e-6 (abs floor 1e-6·SE); never required
- #3figura da resposta próximareplication cell: the gold SE to rel 1e-6; never required
Aprofundamento técnico para especialistas
Acesso direto às fontes primárias, tabela formal de verificações, comparação de argumentos, trajetória completa com prompts brutos e somas SHA-256.
Valores esperados e de onde vêm
crb_papers.q111.gold
- Fonte
- CausalReasoningBenchmark, causal_queries.json, index 111 (revision edd0fe1c1d1c)
- Tipo
- benchmark_gold
- Localização
- causal_queries.json['111'].effect and .standard_error
- Trecho
index 111: effect 0.0290167, standard_error 0.00859724
- Valor como publicado
0.029016665596441893- Erro-padrão como publicado
0.008597237671134418- Valor
- 0,0290167
0.029016665596441893(se 0,008597240.008597237671134418) - Conferido por
- arquivo do benchmark · Read from the catalog at the pinned revision by scripts/freeze_crb_papers.py; the catalog states the value its estimation script prints.
- Endereço
https://huggingface.co/datasets/syrgkanislab/CausalReasoningBenchmark/resolve/edd0fe1c1d1c5c0a4f0e3e67a50481ac679fb888/causal_queries.json- Licença
- MIT
- #2 figura da resposta próxima: 0,0290167
0.029016665596441893· relativa 0.000001 · absoluta 8.597237671134418e-9 - #3 figura da resposta próxima: 0,00859724
0.008597237671134418· relativa 0.000001 · absoluta 8.597237671134418e-9
crb_papers.q111.script
- Fonte
- CausalReasoningBenchmark reference estimation script for index 111
- Tipo
- software
- Localização
- solutions/research_papers/RDD/holbein_hillygus_2016/question_1/estimation.py
- Valor
- —
- Conferido por
- arquivo do benchmark · sha256 of the script's 1222 bytes at the pinned revision; the reference path of the item is a transcription of this script into typed transforms and tool calls (never executed here).
- Implementação
- independente da ferramenta
- sha256 da cópia lida
5c8f2afc721f30d49a8610ce5bda68579052b96419949aa7ad51941bee997c45(identifica a cópia lida, não um arquivo canônico)- Endereço
https://huggingface.co/datasets/syrgkanislab/CausalReasoningBenchmark/resolve/edd0fe1c1d1c5c0a4f0e3e67a50481ac679fb888/solutions/research_papers/RDD/holbein_hillygus_2016/question_1/estimation.py- Licença
- MIT
Especificação técnica do gabarito
CausalReasoningBenchmark gold at the pinned revision: causal_queries.json effect and standard_error (the value the item's estimation.py prints), scored as evaluate_result.py scores estimate_within_solution_ci
Verificações
| # | Verificação | Obrigatória | Resultado | Esperado | Observado | Tolerância | Fonte | Chamada |
|---|---|---|---|---|---|---|---|---|
| 0 | resposta com lastro every number traced to a tool call or the question every number backed | obrigatória | passou | 0 sem lastro | 0 sem lastro[] | — | — | — |
| 1 | figura da resposta próxima CRB estimate_within_solution_ci: the answer figure inside the gold 95% interval effect ± 1.96·|SE| of source crb_papers.q111.gold (closed, evaluate_result.py; no --auto-rescale) 0.01713346266 in [0.01216607976, 0.04586725143]? | obrigatória | passou | [0.012166079761018436,0.04586725143186535] | 0,01713350.017133462663290154 | interval · [0.012166079761018436, 0.04586725143186535] | — | call_87f7768e |
| 2 | figura da resposta próxima replication cell: the gold effect to rel 1e-6 (abs floor 1e-6·SE); never required 0.01713346266 vs 0.029016665596441893 | registrada | falhou | 0,02901670.029016665596441893 | 0,01713350.017133462663290154 | relativa 0.000001 · absoluta 8.597237671134418e-9 | crb_papers.q111.gold | call_87f7768e |
| 3 | figura da resposta próxima replication cell: the gold SE to rel 1e-6; never required 0.002043756855 vs 0.008597237671134418 | registrada | falhou | 0,008597240.008597237671134418 | 0,002043760.002043756854771115 | relativa 0.000001 · absoluta 8.597237671134418e-9 | crb_papers.q111.gold | call_87f7768e |
Caminho de referência e caminho do agente
A chamada de referência ao lado da chamada que deu a resposta, argumento por argumento.
Nenhum caminho de referência registrado para esta tarefa.
Trajetória
Cada evento na ordem em que aconteceu: turnos do modelo, chamadas de ferramentas, guardas, transformações e pontuação.
- 0Início
Among young Florida registrants near voting age during the 2008 election, what is the effect of being offered preregistration during the 2008 campaign (versus registering normally) on the probability of voting in 2012?
ds_0076(agent)| Variable Name | Description | | --- | --- | | Unnamed: 0 | Row index from the CSV export; not a substantive data field. | | voted_2012 | Turnout indicator for the 2012 Florida general election from official vote history (1 = voted, 0 = did not vote). | | preregistered_2008 | Preregistration indicator based on Florida voter-file registration history for the cohort around the 2008 eligibility cutoff (1 = the registrant was added to the voter rolls via preregistration—i.e., registered before turning 18; 0 = registered through standard/regular registration after reaching voting age). | | days_ratio_flipped | Running variable measuring the registrant’s date-of-birth position relative to the November 4, 1990 cutoff. **days_ratio_flipped = 0 corresponds exactly to DOB = 1990-11-04**. Values < 0 indicate DOBs before 1990-11-04 (older; eligible by the cutoff), and values > 0 indicate DOBs after 1990-11-04 (younger; ineligible by the cutoff). (This variable is a scaled/normalized distance derived from full date of birth.) | Dataset Context: This file is a derived extract from Florida’s statewide voter registration database used in a study of youth political participation and preregistration. It contains individual-level records for registrants from a Florida voter-file snapshot obtained from the Florida Division of Elections (downloaded around May 2013). Each row represents a registrant and includes official vote history (e.g., whether the person voted in the 2012 general election), an indicator derived from registration history for whether the registrant entered the rolls via preregistration (registered before age 18), and a constructed date-of-birth proximity measure centered on a key birthdate cutoff. The analytic extract is restricted to young registrants born within a narrow window around **November 4, 1990**, which aligns with eligibility timing for the 2008 general election. Full dates of birth in the voter file are used to compute the distance-to-cutoff running variable (days_ratio_flipped), where 0 denotes an exact match to the cutoff date and the sign indicates whether the registrant was born before or after the cutoff. The resulting dataset provides a focused view of registration-mode differences (preregistration vs regular registration) and subsequent turnout behavior among adjacent birth cohorts near the 2008 eligibility threshold.
fileda42c6539d3e0e06d01efcb6a97f2a15419fd0f7a6c4f565560eee3dec0dcb5a· frame — - 1Turno do modelo
call_4662b09enaive-olsFim:tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cacheTexto visívelLinha de base ingênua: regressão do resultado no tratamento, sem controles.
Chamadas pedidasinfer.ols{ "dataset": "ds_0076", "x": [ "days_ratio_flipped" ], "y": "voted_2012" }
- 2Ferramenta
infer.ols— Regressão linear por mínimos quadrados ordinários (MQO)v0.1.0call_87f7768edecidido pelo modeloreexecutávelMotivo: Linha de base ingênua: regressão do resultado no tratamento, sem controles.
Argumentos
{ "cluster": null, "controls": [], "dataset": "ds_0076", "fe": [], "intercept": true, "level": 0.95, "se": "HC1", "subset": null, "weights": null, "x": [ "days_ratio_flipped" ], "y": "voted_2012" }Figuras call_87f7768e Chave Valor Valor bruto Erro-padrão IC coef.days_ratio_flipped Coefficient on days_ratio_flipped in the regression of voted_20120,0171335 0.0171334626632901540,00204376 0.0020437568547711150,0131277 – 0,0211392 Diagnósticosn_obs= 186.575186575(observations used)k= 22(parameters estimated, fixed-effect dummies included)r2= 0,0003764980.0003764980535123641df_resid= 186.573186573se_type="HC1"(heteroskedasticity-robust standard errors (HC1))n_clusters= — (errors not clustered)
Derivação matemática e pressupostos
coef.days_ratio_flipped- Coeficiente de days_ratio_flipped na regressão por mínimos quadrados ordinários de voted_2012.→ 0,0171335 (0.017133462663290154)
- Erro-padrão robusto à heterocedasticidade (HC1): a raiz da variância estimada do coeficiente.
ep = √V_jj→ 0,00204376 (0.002043756854771115) - Intervalo de 95% de confiança: a estimativa mais ou menos o valor crítico da distribuição t de Student com 186573 graus de liberdade vezes o erro-padrão.
IC = β ± c · ep
Pressupostos do estimador- the conditional mean of the outcome is linear in the regressors
- errors are independent across observations; their variance may differ
Tabelas (1)
{ "coefficients": [ { "ci_high": 0.5076182980676281, "ci_low": 0.5030608702915206, "coef": 0.5053395841795744, "p": 0, "se": 0.0011626229477738823, "t": 434.65474782444903, "term": "Intercept" }, { "ci_high": 0.021139178478283616, "ci_low": 0.013127746848296692, "coef": 0.017133462663290154, "p": 5.1807716853846007e-17, "se": 0.002043756854771115, "t": 8.383317527861685, "term": "days_ratio_flipped" } ] }Hashes SHA-256 e metadados de reprodução
- Digests dos dados
ds_0076ad89ae3bfe47c2867c42ba7fbc8d78c6f7f26425a6ac78d5c8265ad1c3e6c62a- sha256 do resultado
65839d66c35a44baaae68dfa5b9b66be5dcb001f3de809a17c854d6ae4c200e5
- 3Turno do modelo
call_23de7b28naive-olsFim:tool_use0 ms0 de entrada · 0 de saída · 0 de raciocínio · 0 em cacheChamadas pedidassubmit_answer(meta-ferramenta){ "answer": "Estimativa ingênua (infer.ols): coef.days_ratio_flipped = 0,01713.", "caveats": [], "figure_refs": [ "call_87f7768e:coef.days_ratio_flipped" ] }
- 4Guardaresposta aceita
- Números encontrados
- 0,01713
- Sem lastro
- —
- Não citados
- —
1 nova(s) tentativa(s) restante(s) - 5Resposta
Estimativa ingênua (infer.ols): coef.days_ratio_flipped = 0,01713.
Figuras citadas:call_87f7768e:coef.days_ratio_flipped· Parada:answeredFigura da resposta:call_87f7768e:coef.days_ratio_flipped= 0,01713350.017133462663290154(se 0,002043760.002043756854771115) - 6Pontuação#0resposta com lastropassouobrigatória
every number backed - 7Pontuação#1figura da resposta próximapassouobrigatória
0.01713346266 in [0.01216607976, 0.04586725143]? - 8Pontuação#2figura da resposta próximafalhouregistrada
0.01713346266 vs 0.029016665596441893 - 9Pontuação#3figura da resposta próximafalhouregistrada
0.002043756855 vs 0.008597237671134418
Épocas × verificações
| # | 0 | 1 | 2 | 3 |
|---|---|---|---|---|
| Época 1 | passou | passou | falhou | falhou |
Tentativas
Cada tentativa é seu próprio arquivo e é publicada; só a última de cada época é pontuada.
- época 1, tentativa 1passoupontuada(exibindo)
Downloads desta tarefa
8f7e705a941f33a44295201ecba267fdfc7a28b7015d480fbf202f7dce171ae8O hash de um zip é só de transporte: o que ancora a integridade é o RUN_SHA256SUMS que vai dentro dele, cópia exata do SHA256SUMS da execução.
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| sources/crb_papers.q111.script.json | 1,1 KB | 68ecf8dd9490b75ad24701218d51979197a89e53fe32e725470cd0876c8e9ca0 |
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