Tarefa crb_papers.q093
Veredito
0.0001095185981 in [0.005478112061, 0.07818368594]?Família do método (das chamadas de ferramentas): Regressão linear por mínimos quadrados ordinários (MQO) · infer.ols (ols · regressão linear)
coef.days =0,0001095190.000109518598072353coef.days =[0.005478112060586071,0.07818368593965158]Pergunta feita ao analista
Among parents whose child's age is arbitrarily close to the voting-age threshold, what is the average effect of the child being just eligible to vote on the parent's probability of voting in 2009?
Estimativa ingênua (infer.ols): coef.days = 0,0001095.
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_0061— | Variable Name | Description | |---------------|-----------------------------------------------------------------------------------------------------| | voted | Indicator (1/0) that the parent cast a ballot in the election, based on validated official records. | | days | Child’s age relative to the 18-year voting-eligibility cutoff, measured in days (0 = cutoff day; negative = before; positive = after). | Data Description: This dataset is derived from Danish administrative registers linked to validated election-day records and focuses on families in which a child was near the age of enfranchisement. Each observation corresponds to a parent, with a binary indicator of whether that parent voted in a specific Danish election and a continuous measure capturing the child’s age in days relative to the legal voting-age threshold (18 years) on election day. The “days” variable is centered so that zero denotes that the child’s eligibility date coincided with election day, negative values indicate the child was not yet of age, and positive values indicate the child had passed the threshold. Denmark’s civil registration system enables accurate linkage of de-identified parent–child pairs using exact birthdates and addresses, while municipalities’ official polling lists provide validated turnout. For the election covered here, turnout data were obtained from participating municipalities and merged to the register-based parent–child file. The resulting analytic file allows analysts to study how parental voting coincides with a child’s timing of entry into the electorate in a high-quality administrative context. - 2Chamada que gerou a resposta finalVer chamada call_25927f94 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_0061"- intercept:
true- level:
- 0,95
0.95 - se:
"HC1"- x:
["days"]- y:
"voted"
Resultado calculadocoef.days= 0,0001095190.000109518598072353Coefficient on days in the regression of voted
Diagnósticos:n_obs= 64.68564685(observations used) ·k= 22(parameters estimated, fixed-effect dummies included) ·r2= 0,0006667590.0006667585585791169·df_resid= 64.68364683·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:0,0001095Figuras citadas:call_25927f94:coef.days- #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.q093.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.q093.gold
- Fonte
- CausalReasoningBenchmark, causal_queries.json, index 93 (revision edd0fe1c1d1c)
- Tipo
- benchmark_gold
- Localização
- causal_queries.json['93'].effect and .standard_error
- Trecho
index 93: effect 0.0418309, standard_error 0.0185473
- Valor como publicado
0.041830899000118826- Erro-padrão como publicado
0.018547340275271815- Valor
- 0,0418309
0.041830899000118826(se 0,01854730.018547340275271815) - 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: 0,0418309
0.041830899000118826· relativa 0.000001 · absoluta 1.8547340275271814e-8 - #3 figura da resposta próxima: 0,0185473
0.018547340275271815· relativa 0.000001 · absoluta 1.8547340275271814e-8
crb_papers.q093.script
- Fonte
- CausalReasoningBenchmark reference estimation script for index 93
- Tipo
- software
- Localização
- solutions/research_papers/RDD/dahlgard_2018a/question_1/estimation.py
- Valor
- —
- Conferido por
- arquivo do benchmark · sha256 of the script's 1672 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
086af51b889d8e6fd97c986e593e1cbd130c422982f45ffe439fe8a26374362d(identifica a cópia lida, não um arquivo canônico)- Endereço
https://huggingface.co/datasets/syrgkanislab/CausalReasoningBenchmark/resolve/edd0fe1c1d1c5c0a4f0e3e67a50481ac679fb888/solutions/research_papers/RDD/dahlgard_2018a/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.q093.gold (closed, evaluate_result.py; no --auto-rescale) 0.0001095185981 in [0.005478112061, 0.07818368594]? | obrigatória | falhou | [0.005478112060586071,0.07818368593965158] | 0,0001095190.000109518598072353 | interval · [0.005478112060586071, 0.07818368593965158] | — | call_25927f94 |
| 2 | figura da resposta próxima replication cell: the gold effect to rel 1e-6 (abs floor 1e-6·SE); never required 0.0001095185981 vs 0.041830899000118826 | registrada | falhou | 0,04183090.041830899000118826 | 0,0001095190.000109518598072353 | relativa 0.000001 · absoluta 1.8547340275271814e-8 | crb_papers.q093.gold | call_25927f94 |
| 3 | figura da resposta próxima replication cell: the gold SE to rel 1e-6; never required 1.660917347e-05 vs 0.018547340275271815 | registrada | falhou | 0,01854730.018547340275271815 | 0,00001660920.0000166091734715892 | relativa 0.000001 · absoluta 1.8547340275271814e-8 | crb_papers.q093.gold | call_25927f94 |
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 parents whose child's age is arbitrarily close to the voting-age threshold, what is the average effect of the child being just eligible to vote on the parent's probability of voting in 2009?
ds_0061(agent)| Variable Name | Description | |---------------|-----------------------------------------------------------------------------------------------------| | voted | Indicator (1/0) that the parent cast a ballot in the election, based on validated official records. | | days | Child’s age relative to the 18-year voting-eligibility cutoff, measured in days (0 = cutoff day; negative = before; positive = after). | Data Description: This dataset is derived from Danish administrative registers linked to validated election-day records and focuses on families in which a child was near the age of enfranchisement. Each observation corresponds to a parent, with a binary indicator of whether that parent voted in a specific Danish election and a continuous measure capturing the child’s age in days relative to the legal voting-age threshold (18 years) on election day. The “days” variable is centered so that zero denotes that the child’s eligibility date coincided with election day, negative values indicate the child was not yet of age, and positive values indicate the child had passed the threshold. Denmark’s civil registration system enables accurate linkage of de-identified parent–child pairs using exact birthdates and addresses, while municipalities’ official polling lists provide validated turnout. For the election covered here, turnout data were obtained from participating municipalities and merged to the register-based parent–child file. The resulting analytic file allows analysts to study how parental voting coincides with a child’s timing of entry into the electorate in a high-quality administrative context.
file3e35fc11d349b3fd5f0a95c65b97945cfb86daeebac707a0af93450db504765f· frame — - 1Turno do modelo
call_b0b94255naive-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_0061", "x": [ "days" ], "y": "voted" }
- 2Ferramenta
infer.ols— Regressão linear por mínimos quadrados ordinários (MQO)v0.1.0call_25927f94decidido pelo modeloreexecutávelMotivo: Linha de base ingênua: regressão do resultado no tratamento, sem controles.
Argumentos
{ "cluster": null, "controls": [], "dataset": "ds_0061", "fe": [], "intercept": true, "level": 0.95, "se": "HC1", "subset": null, "weights": null, "x": [ "days" ], "y": "voted" }Figuras call_25927f94 Chave Valor Valor bruto Erro-padrão IC coef.days Coefficient on days in the regression of voted0,000109519 0.0001095185980723530,0000166092 0.00001660917347158920,0000769646 – 0,000142073 Diagnósticosn_obs= 64.68564685(observations used)k= 22(parameters estimated, fixed-effect dummies included)r2= 0,0006667590.0006667585585791169df_resid= 64.68364683se_type="HC1"(heteroskedasticity-robust standard errors (HC1))n_clusters= — (errors not clustered)
Derivação matemática e pressupostos
coef.days- Coeficiente de days na regressão por mínimos quadrados ordinários de voted.→ 0,000109519 (0.000109518598072353)
- Erro-padrão robusto à heterocedasticidade (HC1): a raiz da variância estimada do coeficiente.
ep = √V_jj→ 0,0000166092 (0.0000166091734715892) - Intervalo de 95% de confiança: a estimativa mais ou menos o valor crítico da distribuição t de Student com 64683 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": 0.7089194930301509, "ci_low": 0.7018959149065102, "coef": 0.7054077039683305, "p": 0, "se": 0.0017917285093264493, "t": 393.70233843826543, "term": "Intercept" }, { "ci_high": 0.00014207258904798972, "ci_low": 0.00007696460709671627, "coef": 0.000109518598072353, "p": 4.3181477448166093e-11, "se": 0.0000166091734715892, "t": 6.59386201605335, "term": "days" } ] }Hashes SHA-256 e metadados de reprodução
- Digests dos dados
ds_0061202040073773ad7f2a95dc5393c0294791be792dd489a42165d5955e8ba801b5- sha256 do resultado
b03552c49e87732a283c9b3c4d6bec41c876c7d91846367339200086a761cefe
- 3Turno do modelo
call_6b0cbeeanaive-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 = 0,0001095.", "caveats": [], "figure_refs": [ "call_25927f94:coef.days" ] }
- 4Guardaresposta aceita
- Números encontrados
- 0,0001095
- Sem lastro
- —
- Não citados
- —
1 nova(s) tentativa(s) restante(s) - 5Resposta
Estimativa ingênua (infer.ols): coef.days = 0,0001095.
Figuras citadas:call_25927f94:coef.days· Parada:answeredFigura da resposta:call_25927f94:coef.days= 0,0001095190.000109518598072353(se 0,00001660920.0000166091734715892) - 6Pontuação#0resposta com lastropassouobrigatória
every number backed - 7Pontuação#1figura da resposta próximafalhouobrigatória
0.0001095185981 in [0.005478112061, 0.07818368594]? - 8Pontuação#2figura da resposta próximafalhouregistrada
0.0001095185981 vs 0.041830899000118826 - 9Pontuação#3figura da resposta próximafalhouregistrada
1.660917347e-05 vs 0.018547340275271815
Épocas × verificações
| # | 0 | 1 | 2 | 3 |
|---|---|---|---|---|
| Época 1 | passou | falhou | falhou | falhou |
Tentativas
Cada tentativa é seu próprio arquivo e é publicada; só a última de cada época é pontuada.
- época 1, tentativa 1falhoupontuada(exibindo)
Downloads desta tarefa
a40b9ed8de5572e85bb76d0137055c37eefd333ca10183b8ca9e5a267fb6fa95O 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.q093.script.json | 1,1 KB | e00880c59b8eb0a3a361eb95499c75c5261d5a91b89738d72d6b261c32ad8db4 |
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