Skip to main content

Collaborative academic writing

The research editor
that knows your work

Markdown editor, automatic citations, version control, and an AI assistant with full context of your project — without switching tools.

Closed beta · Open source · Free · 2 researchers already writing

Impact of epistemic diversity in research teams.md
# Introduction

Epistemic diversity in interdisciplinary
teams improves publication quality
[[@page2007]].

The effect is especially pronounced
in clinical sciences[^1] and STEM
[[@hong2004; @wuchty2007]].

$$
D(E) = -\sum_{i} p_i \log p_i
$$

[^1]: See also [[Methodology]]
for the study design.

Introduction

Epistemic diversity in interdisciplinary teams improves publication quality (Page, 2007).

The effect is especially pronounced in clinical sciences1 and STEM (Hong & Page, 2004; Wuchty et al., 2007).

D(E) = −∑ pᵢ log pᵢ

1 See also Methodology for the study design.

Live editor and preview · Citations, math, and footnotes rendered instantly

Everything you need to write seriously

Designed for researchers who publish — not for quick note-taking.

Automatic citations and bibliography

Manage your references with BibTeX. Cite with [[@author2024]] and Scholio generates the bibliography in APA 7, IEEE, Vancouver, or Chicago Notes-Bibliography at the end of the document. Import from DOI, URL, or existing .bib files.

AI assistant with real context

The assistant reads every document in your project before responding. It's not a generic chatbot — it knows your methodology, your data, and your argument. Powered by OpenRouter; bring your own API key or leave it disabled.

Version control for writing

Create labeled snapshots at any point. Compare versions with visual diff, restore any previous state. Your research history is never lost.

Role-based collaboration

Invite co-authors, reviewers, and commenters. Comments are anchored to exact passages. Threads resolve when the change is incorporated.

Math and formal notation

KaTeX for inline and block equations, plus numbered footnotes — without leaving the editor.

Export to LaTeX and Typst

Export to .tex or .typ with bibliography embedded. Ready to submit.

Charts from your data

Upload CSV or JSON and generate Vega-Lite charts inline — data and visualization versioned together.

Internal knowledge network

Link documents with [[Title]]. Backlinks update automatically.

E-ink display mode

High-contrast mode for e-ink readers like Boox. Maximum readability, no eye strain.

Open source and self-hostable

Public repo. Deploy on your own infrastructure. Your data, always yours.

Clear position

Scholio does not write for you.

The AI assistant can help you search, structure and propose drafts. Everything it generates is marked as AI-originated and cannot become a final result directly. Authorship is yours or it means nothing.

You can copy and paste. That is your decision. We do not facilitate it.

Made for those who publish

Researchers

Articles, theses, technical reports with bibliographic rigor.

Clinicians and medical researchers

Case reports, systematic reviews, clinical guidelines.

University teams

Research groups with co-authors at different institutions.

PhD students and postdocs

Theses, conference papers, literature reviews.

Humanists and theologians

Essays and treatises with Chicago, classical text citations and magisterial sources.

Philosophy

Science is open. So is the tool.

Scholio is free software. The code is auditable, the platform is self-hostable, and the data is completely yours. Built for the academic community, not to extract value from it.

Free to use, no plans, no paywalls, no credit card required. If infrastructure costs require it in the future, sponsorship may be introduced — but the core will always be free.

Acknowledgements

Thank you

Writers who believed in Scholio from the very beginning and helped shape it.

Join the beta

We are gradually opening access. Tell us a bit about your research.

Closed beta · Free · We notify by email