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README.md
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short_description: Open editorial infrastructure for independent researchers
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---
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- Publish *Persistence*, an annual journal in print and ebook. No APCs, authors retain copyright. First issue: May 2027.
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- Open-source the editorial machinery so anyone can audit it, fork it, or run it themselves.
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## What
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## Where the rest lives
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short_description: Open editorial infrastructure for independent researchers
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---
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<p align="center">
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<img src="https://huggingface.co/spaces/ICSAC-Institute/README/resolve/main/banner.svg" alt="ICSAC β Institute for Complexity Science and Advanced Computing" width="100%" />
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</p>
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<p align="center">
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<a href="https://icsacinstitute.org"><img src="https://img.shields.io/badge/site-icsacinstitute.org-2b3a67?style=flat-square" alt="Site"/></a>
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<a href="https://icsacinstitute.org/journal"><img src="https://img.shields.io/badge/journal-Persistence-7a5c2e?style=flat-square" alt="Persistence"/></a>
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<a href="https://icsacinstitute.org/submit"><img src="https://img.shields.io/badge/submit-ORCID%20gated-0a66c2?style=flat-square" alt="Submit"/></a>
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<a href="https://zenodo.org/communities/icsac"><img src="https://img.shields.io/badge/DOIs-Zenodo-1682d4?style=flat-square" alt="Zenodo"/></a>
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<a href="https://github.com/ICSAC"><img src="https://img.shields.io/badge/source-github.com%2FICSAC-181717?style=flat-square&logo=github" alt="GitHub"/></a>
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<img src="https://img.shields.io/badge/license-MIT-2b3a67?style=flat-square" alt="MIT"/>
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<img src="https://img.shields.io/badge/Fort%20Wayne-IN-555?style=flat-square" alt="Fort Wayne, IN"/>
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</p>
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<br/>
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> **Independent and heterodox researchers have legitimate cause to be skeptical of black-box editorial AI. The reasonable response is not to hide the system behind a "trust us." The reasonable response is to publish it.**
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<br/>
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## What ICSAC does
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|:--|:--|
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| **π Open peer review** | A 5-reviewer AI panel plus a Review-Quality-Control audit plus a human curator who confirms, modifies, or overrides every recommendation. The redacted review record is published alongside the accepted paper. |
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| **π *Persistence*** | Annual journal β print paperback, ebook, and free curation records online. No APCs. Authors retain copyright. First issue **May 2027**. |
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| **π Open machinery** | Prompts, rubrics, scoring code, citation verification, redaction layer, RQC audit β published. Fork it, audit it, run it yourself. |
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<br/>
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## On Hugging Face
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<table>
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<tr>
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<td width="180" align="center" valign="top">
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<a href="https://huggingface.co/spaces/ICSAC-Institute/editorial-system">
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<img src="https://img.shields.io/badge/Space-editorial--system-yellow?style=for-the-badge&logo=huggingface" alt="editorial-system"/>
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</a>
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<br/><sub>static Β· MIT</sub>
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</td>
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<td valign="top">
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**The open-source AI editorial pipeline.** Receives, reviews, and adjudicates every submission to ICSAC and to *Persistence*. Submission handler, rubrics, prompts, citation checks, redaction layer, and the audit pass that scores the panel itself.
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<sub>One defensive exception: the prompt-injection signal in the RQC audit is withheld, to avoid teaching adversarial submissions what to evade. Everything else is in the open.</sub>
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</td>
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</tr>
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</table>
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<br/>
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## Where the rest lives
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|:--|:--|:--|
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| π | **Institute site** | [icsacinstitute.org](https://icsacinstitute.org) |
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| π | **Journal β *Persistence*** | [icsacinstitute.org/journal](https://icsacinstitute.org/journal) |
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| π | **Accepted papers + review records** | [icsacinstitute.org/publications](https://icsacinstitute.org/publications) |
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| β | **Submit a manuscript** (ORCID-gated, 5β10 day turnaround) | [icsacinstitute.org/submit](https://icsacinstitute.org/submit) |
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| πͺͺ | **Verify a member ID** | [icsacinstitute.org/verify](https://icsacinstitute.org/verify) |
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| π§ͺ | **Zenodo deposits** | [zenodo.org/communities/icsac](https://zenodo.org/communities/icsac) |
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| π | **Source mirrors** | [github.com/ICSAC](https://github.com/ICSAC) |
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<br/>
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## Submit from anywhere
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Independent researcher. Graduate student. Lab without an open-access budget. The review is the same for everyone β no fast-track for friends, no slow-walk for outsiders. The panel reads the manuscript, not the affiliation.
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<p align="left">
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<a href="https://icsacinstitute.org/submit">
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<img src="https://img.shields.io/badge/β%20Submit%20a%20paper-icsacinstitute.org%2Fsubmit-2b3a67?style=for-the-badge" alt="Submit"/>
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</a>
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</p>
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<br/>
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## Support the work
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ICSAC runs on bootstrap funding from [**3Rivers WebTech**](https://3riverswebtech.com) and private donors. Keep rigorous peer review accessible to researchers without institutional cover:
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<p align="left">
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<a href="https://manifund.org/projects/icsac-ai-assisted-peer-review-for-independent-researchers">
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<img src="https://img.shields.io/badge/Back%20us%20on%20Manifund-f97316?style=for-the-badge" alt="Manifund"/>
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</a>
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</p>
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<br/>
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---
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<p align="center">
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<sub>
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<a href="mailto:info@icsacinstitute.org">info@icsacinstitute.org</a>
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Β· Fort Wayne, IN
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Β· Founded 2026
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</sub>
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</p>
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