Session 10: Methodology — Reproducibility, LLM Limits & Ethics

Day 4 · Methodology & Pipeline Assembly (4-1)

🚧 Being prepared

This page is being finalized ahead of the course (Aug 3–7, 2026) and may be incomplete or change before your session. The syllabus and readings are ready now.

Learning objectives

Reading

Read in full — revisit the Day 1 primer closely as a reproducibility checklist (see all course readings):

Abdurahman, S., Ziabari, A. S., Moore, A. K., Bartels, D. M., & Dehghani, M. (2025). A primer for evaluating large language models in social-science research. Advances in Methods and Practices in Psychological Science, 8(2). https://doi.org/10.1177/25152459251325174

Slides & Colab

---
title: "Session 10: Methodology — Reproducibility, LLM Limits & Ethics"
subtitle: "Day 4 · Methodology & Pipeline Assembly (4-1)"
toc: true
---

<!-- BEING-PREPARED-BANNER -->
::: {.callout-warning appearance="simple"}
## 🚧 Being prepared
This page is being finalized ahead of the course (**Aug 3–7, 2026**) and may be incomplete or change before your session. The [syllabus](/syllabus/index.md) and [readings](/syllabus/readings.md) are ready now.
:::


## Learning objectives
<!-- to be added -->

## Reading

**Read in full** — revisit the Day 1 primer closely as a reproducibility checklist (see all [course readings](../../syllabus/readings.md)):

- Abdurahman, S., Ziabari, A. S., Moore, A. K., Bartels, D. M., & Dehghani, M. (2025). A primer for evaluating large language models in social-science research. *Advances in Methods and Practices in Psychological Science, 8*(2). <https://doi.org/10.1177/25152459251325174>

## Slides & Colab
<!-- slides link + Colab notebook link -->