2026-10-09T17:39:35Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33729490 2026-09-20T01:29:04Z category_28846 category_27730 item_type_3 month_year_09_2026

Reproducibility package for Beyond Marginal Fidelity: An Estimand-Matched Audit of LLM-Simulated Chinese Public Opinion Mingkun Cui (24875632) Shenghao Xiong (25076836) Modelling and simulation Sociological methodology and research methods large language models synthetic respondents survey simulation algorithmic fidelity estimand-matched validation computational social science Chinese General Social Survey CGSS silicon sampling reproducibility package public opinion China <p dir="ltr">Analysis code, prompt examples, item banks, run metadata, and derived aggregate statistics supporting the study. The README provides reproduction instructions and software requirements. Raw CGSS microdata and persona-level model responses are not included.</p> 2026-09-20T01:29:04Z Dataset Dataset 10.6084/m9.figshare.33729490.v1 https://figshare.com/articles/dataset/Reproducibility_package_for_Beyond_Marginal_Fidelity_An_Estimand-Matched_Audit_of_LLM-Simulated_Chinese_Public_Opinion/33729490 CC BY 4.0