All use cases

DataSeer

DataSeer applies NLP to open science compliance: automated checks of manuscripts against transparency and reproducibility standards, open science metrics across large corpora, and real-time triage.

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Deep Indexing of Chemistry Content

Molecular Connections built a deep indexing service for a major chemical information provider: indexing key concepts, substances, reactions and structures across disciplines, including content from non-English journals. The multilingual pipeline handles Chinese, Japanese and Russian journals with automation,…

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Dimensions Author Check

Sage adopted Dimensions Author Check, Digital Science’s tool that reviews a researcher’s publication history and networks for integrity red flags such as paper-mill involvement, replacing much of the manual author-verification slog.

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Dimensions Reviewer Finder

Dimensions Reviewer Finder identifies expert reviewers for grants and manuscripts: it extracts key concepts from an abstract and matches them against researcher profiles, returning a curated list ranked by relevance, with workflow support through to committee-building and contact.

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