> For the complete documentation index, see [llms.txt](https://globalimpact.gitbook.io/the-unjournal-project-and-communication-space/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://globalimpact.gitbook.io/the-unjournal-project-and-communication-space/readme-1/writings/external-mentions-of-the-unjournal.md).

# External mentions of The Unjournal

This page tracks **genuinely new, third-party references to The Unjournal**. It is maintained as a deduplicated public record rather than a repeated search digest.

{% hint style="info" %}
The maintained public tracker is hosted at <https://unjournal.github.io/unjournal_gitbook/>. The source and revision history are public in the repository's `gh-pages` branch.
{% endhint %}

## Inclusion rules

An item is added only when it:

* is on a third-party site or account, not an official Unjournal channel or David Reinstein's own account;
* explicitly names The Unjournal, links to an Unjournal page, evaluation, or output, or clearly discusses an Unjournal activity;
* has not already appeared on this page, including URL variants, mirrors, reposts, and syndicated copies;
* adds substantive new information, commentary, endorsement, criticism, reuse, citation, partnership interest, media coverage, or discussion.

Routine directory listings, search-result snippets, scraped mirrors, duplicate social reposts, and unchanged pages are excluded unless they become substantively important.

## Importance labels

* **High:** substantive media coverage, research citation or reuse, funder or institutional mention, partnership opportunity, influential endorsement or criticism, or a discussion likely to merit a response.
* **Medium:** meaningful third-party commentary, event or podcast mention, or a new reference from a relevant research/open-science community.
* **Low:** valid but brief or low-reach mentions. These may be recorded without triggering a notification.

## How this page was constructed and is maintained

1. **Initial construction:** ChatGPT created the tracker on 10 July 2026 in The Unjournal's public `unjournal/unjournal_gitbook` GitHub repository, following a request to replace repetitive chat digests with a persistent public record.
2. **Hosting:** the public page is generated from the repository's dedicated `gh-pages` branch, with the tracker stored as the branch-root `index.html` file.
3. **Search scope:** scheduled searches examine the open web, news and blogs, academic citations, podcasts, forums, directories, GitHub, and relevant social and research communities for explicit Unjournal mentions or links.
4. **Verification:** candidate items are checked for a direct source, publication date, author or account, relevance, and substantive content before inclusion.
5. **Deduplication:** each candidate is compared with all entries already recorded. Canonical URLs, URL variants, titles, authors, quoted text, mirrors, reposts, and syndicated copies are considered together so the same underlying reference is not repeatedly added.
6. **Editorial classification:** accepted items receive a High, Medium, or Low importance label and a concise description. Inclusion does not imply endorsement by The Unjournal.
7. **Updates and notifications:** the page is changed only when a genuinely new qualifying item is found. High-importance additions trigger ChatGPT and email notifications. Medium- and Low-importance additions may be recorded silently.
8. **Auditability:** the source and revision history are public on GitHub, providing a dated record of additions, removals, and reclassifications.

**Current limitation:** the maintained tracker begins prospectively from 10 July 2026. It is not yet a complete historical inventory of every earlier mention. Automated discovery may also miss content that is private, unindexed, deleted, paywalled, or otherwise inaccessible to the search tools.

## Newly found mentions

### Low — Agentic political-science benchmark comparison

**Source date:** repository file modified 27 May 2026; discovered 20 July 2026.

A third-party GitHub research repository comparing an automated political-science replication with a human I4R benchmark identifies the benchmark paper as a Yale/Brown/The Unjournal collaboration. The comparison is substantive and reuses the benchmark's findings, although The Unjournal appears only as an institutional attribution rather than as the main subject.

* [View the comparison](https://github.com/genyousha/agenticpolsci/blob/955534570f0f3d7a412297682d2ab22d1297c30a/papers/paper-2026-0038/i4r-comparison.md)

### High — PLOS Biology consensus view on open preprint peer review

**Source date:** published 29 February 2024; discovered 19 July 2026.

A peer-reviewed *PLOS Biology* consensus view on accelerating open preprint peer review includes The Unjournal in its figure tracking review services and in its boxed list of relevant preprint-feedback and review sources. The article emerged from a workshop involving funders, institutions, publishers, infrastructure providers, and review services, and places The Unjournal among established initiatives in the open preprint-review ecosystem.

* [View the article](https://doi.org/10.1371/journal.pbio.3002502)
* [Open-access full text](https://pmc.ncbi.nlm.nih.gov/articles/PMC10903809/)

### Medium — Statistical Modeling blog update and discussion

**Source date:** published 28 January 2025; discovered 18 July 2026.

Andrew Gelman’s *Statistical Modeling, Causal Inference, and Social Science* blog published an Unjournal update, described the project as a promising experiment in research evaluation, linked readers to its evaluation outputs and participation opportunities, and hosted discussion about its emphasis on impactful research and possible retrospective evaluation of older claims. The post substantially amplified The Unjournal to a relevant statistics and social-science audience.

* [View the blog post](https://statmodeling.stat.columbia.edu/2025/01/28/unjournal-update/)

### High — Royal Society Open Science systematic mapping review

**Source date:** published 19 March 2025; discovered 17 July 2026.

A peer-reviewed systematic mapping review of 187 international open-research initiatives identifies The Unjournal as an initiative focused on the “afterlife” of published research, specifically journal-independent feedback, ratings, and evaluation of hosted papers. This is a substantive scholarly citation placing The Unjournal within the international open-research reform landscape.

* [View the article](https://doi.org/10.1098/rsos.241726)
* [Open-access full text](https://pmc.ncbi.nlm.nih.gov/articles/PMC11919529/)

### High — Cannon Cloud's tropical-regeneration reanalysis repository

**Source date:** repository last modified 23 March 2026; discovered 16 July 2026.

Cannon Cloud's public repository for a *Nature* Matters Arising manuscript states that a pre-submission version was evaluated by The Unjournal and links directly to the corresponding evaluation package. This is a substantive author-side citation and reuse of an Unjournal evaluation in the research workflow.

* [View the repository](https://github.com/CannonCloud/tropical-regeneration-reanalysis)
* [View the cited Unjournal evaluation](https://unjournal.pubpub.org/pub/evalsumnaturalregeneration/)

## Maintenance log

* **20 July 2026:** Added a third-party GitHub comparison that attributes a reused I4R benchmark to Yale, Brown, and The Unjournal.
* **19 July 2026:** Added the PLOS Biology consensus view identifying The Unjournal as a relevant preprint-review service.
* **18 July 2026:** Added Andrew Gelman’s Statistical Modeling blog post publicizing and discussing The Unjournal.
* **17 July 2026:** Added the Royal Society Open Science systematic mapping review's scholarly discussion of The Unjournal.
* **16 July 2026:** Added Cannon Cloud's repository citation and link to the Unjournal natural-regeneration evaluation.
* **10 July 2026:** Created the deduplicated tracker and documented how it was constructed.
* **10 July 2026:** Added a dedicated `gh-pages` branch with a root `index.html` page and linked this GitBook page to the hosted tracker.


---

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