Algorithmic Fairness in Automated Peer Review: A Systematic Review
A systematic assessment of bias in machine-assisted reviewer matching across 42 journals, and the reporting practices that make it measurable.
Pages 1–24
Open Access · Peer Reviewed
Al-Jabir Journal
A peer-reviewed, open-access journal for rigorous research across the sciences and humanities.
- Access
- Fully open
- Review
- Double-blind
- DOIs
- Crossref
- APC
- will be disclosed soon
About the journal
Research that stays open, citable and free to build on.
Al-Jabir Journal publishes original research, review articles and methodological work across the sciences, engineering and the humanities, with a particular welcome for scholarship from emerging research communities that too often go unheard.
Every submission goes through double-blind peer review, and every accepted article is published open access under a Creative Commons licence with a registered DOI.
Crossref Member
Every article receives a registered DOI, making it permanently citable and discoverable.
Double-Blind Peer Review
Each submission is assessed by at least two independent reviewers in the relevant field.
Current issue
Vol. 1, No. 1 · Inaugural Issue
Published 2026. 3 articles, free to read and download.
Reconstructing Early Algebraic Method: Notes on the Al-Jabr Tradition
How ninth-century completion-and-balancing procedures were transmitted, translated and quietly reshaped on their way into modern notation.
Pages 25–48
Open Data Practices Among Emerging Research Institutions
Survey evidence from 180 institutions on what actually determines whether underlying data is deposited, cited and reused.
Pages 49–71
How review works
A review process authors can actually follow.
Manuscripts are screened within five working days, then sent to at least two independent reviewers who never learn the authors’ identities, and vice versa. First decisions average 3-4 weeks.
Every stage is visible from your Open Journal Systems dashboard, so you never have to email an editor to ask where a manuscript stands.
Editorial board
Reviewed by people who publish in the field.
Our editors handle submissions in their own areas of expertise and declare conflicts of interest before any manuscript is assigned. Click any profile to view full qualifications and research.
For authors
Submit your research to Al-Jabir.
We accept original research, reviews and short communications year-round. Authors keep copyright, and articles are published under an APC model.
Prepare
Format your manuscript to the author guidelines and anonymise it for review.
Submit
Upload through the OJS portal under our standard APC model.
Publish
On acceptance your article goes out open access with a registered DOI.