Writefull price6/3/2023 ACS’ mission is to advance the broader chemistry enterprise and its practitioners for the benefit of Earth and all its people. The American Chemical Society (ACS) is a nonprofit organization chartered by the U.S. The new version utilises Natural Language Processing and Deep Learning algorithms that will give researchers feedback on their full texts. The first version of the Writefull product allowed researchers to discover patterns in academic language, such as frequent word combinations and synonyms in context. Writefull is a technology startup that creates tools to help researchers improve their writing in English. We believe that together, we can help researchers make a difference. Our portfolio includes admired brands including Altmetric, Dimensions, Figshare, ReadCube, Symplectic, IFI CLAIMS, GRID, Overleaf, Ripeta and Writefull. We invest in, nurture and support innovative businesses and technologies that make all parts of the research process more open and effective. Image: How Writefull’s language services are integrated into publishing and copyediting workflows.įor more information about how Writefull has expanded its set of services for publishers, see the blog post here.ĭigital Science is a technology company working to make research more efficient. Writefull’s AI-based language services empower publishers to increase their workflow efficiency and positively impact production costs, while also maintaining the quality and integrity of the manuscript.” Juan Castro, co-founder and CEO of Writefull, says: “Our partnership with the American Chemical Society over the past two years has been aimed at thoroughly vetting and shaping our services to meet ACS’s needs. The same API is used by Open Access publisher Hindawi as a pre-submission structural checks tool for authors. Writefull’s Metadata API is also being used to automate aspects of manuscript review, ensuring that all elements of an article are complete prior to publication. The same Manuscript Categorization API is now part of ACS’s quality control program, to evaluate the language in manuscripts after copyediting. After thorough benchmarking alongside human editors, Writefull reached more than 95% alignment in grading texts, significantly reducing the time ACS spends on manuscript evaluation. Using ACS’s own classification criteria, the API assigns a level-of-edit grade to manuscripts at scale without editors having to open documents and review the text. Writefull’s Manuscript Categorization API is now used by ACS before copyediting to automatically classify all accepted manuscripts by their language quality. Thanks to Writefull’s APIs, its tech can be applied at all key points in the editorial workflows. It identifies potential language issues with written texts, offers solutions to those issues, and automatically assesses texts’ language quality. Writefull’s proprietary AI technology is trained on millions of scientific papers using Deep Learning. One of the world’s largest scientific societies, ACS publishes more than 300,000 research manuscripts in more than 60 scholarly journals per year. In a partnership that began almost two years ago, ACS has now progressed to a full integration of Writefull’s application programming interfaces (APIs) for three key uses. Writefull’s world-leading AI-based language services have been integrated into the American Chemical Society’s (ACS) Publications workflow.
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