Keep findings, methods, and caveats in the same frame
Research prose becomes misleading when a limitation is separated from the result it qualifies. A focused review request can ask for clearer language while explicitly preserving the study design, sample, attribution, and uncertainty.
Revision Desk proposes textual changes in context. The research lead remains responsible for checking the claim against the analysis, tables, citations, and source material.
- Mark causal or generalizing language that exceeds the design.
- Retain sample size, population, period, and geographic scope.
- Keep uncertainty and caveats adjacent to the finding.
- Confirm that the revision does not introduce unsupported mechanisms.
Use the app for narrative review, not scientific verification
Revision Desk does not check calculations, inspect datasets, reproduce statistical analysis, or determine whether a conclusion is scientifically valid. It is best used after the responsible researcher knows the substantive issue and wants a controlled language revision.
The current AI Review request is limited to 35,000 characters. Long manuscripts, dense tables, reference-heavy documents, and complex scholarly layouts may be better reviewed in bounded narrative sections.
Return a visible record of the wording decision
Accepted edits can be exported as tracked textual changes in Word. That makes the language decision inspectable by co-authors or reviewers without presenting Revision Desk as a source of scientific authority.