Categorize manuscripts by language quality

The Manuscript Categorization API leverages Writefull’s language models to assign a language quality score or category to manuscripts.

Publishers can use this service to automate a range of tasks, from triaging to quality control.

Manuscript Categorization API

Writefull’s Manuscript Categorization API leverages Writefull’s proprietary AI-based language models, which are trained on millions of journal articles.

When the American Chemical Society (ACS) tailored the Manuscript Categorization API to their requirements and benchmarked it against their own quality analysts, it reached over 95% alignment in categorizing texts.

Why the Manuscript Categorization API?

Publishers use the API to automate tasks such as the triaging of manuscripts, the assigning of manuscripts to copyeditors, and the evaluating of copy editing work. They also use it to negotiate pricing with external copy editors and establish APCs based on copy editing needs. All these help to significantly reduce costs.

How does it work?

Submit manuscripts in DOC/X, TEX, TXT, PDF or XML, and receive a JSON file back within a minute.

To learn more

Visit our FAQs page or request a demo with our friendly team.