---
name: "SortitionUpstreamNTQR"
description: "Use for Sortition Upstream of NTQR, a paired GitHub and Zenodo publication with DOI 10.5281/zenodo.21083779."
tags: ["sortition", "ntqr", "unlabeled-evaluation", "expert-panels", "peer-review", "error-independence", "statistical-power", "panel-formation"]
---

# Sortition Upstream of NTQR

## Instructions

Use this skill when working with the publication **Sortition Upstream of NTQR** or its paired release artifacts.

1. Ground citations in DOI `10.5281/zenodo.21083779`.
2. Treat the Zenodo record as the archival source and the GitHub release as the executable/source release.
3. Keep release tag `v0.1.0` and repository `docxology/ntqr_allotment` linked when updating catalog surfaces.

## Key Concepts

- **sortition**
- **NTQR**
- **unlabeled evaluation**
- **expert panels**
- **peer review**
- **error independence**
- **statistical power**
- **panel formation**
- **synthetic evaluation**
- **LLM reviewers**

## Prerequisites

- Familiarity with the source repository and Zenodo record.
- Awareness that new versions may update both GitHub and Zenodo surfaces.

## Related

- [README.md](README.md)
- [Full Bibliography](../../pages/BIBLIOGRAPHY.md)