2025

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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DocuMark

DocuMark reframes AI detection for universities: students verify and disclose their own AI usage rather than being policed by unreliable detectors, giving educators clearer insight into authorship. Integrates with learning management systems.

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Dynamic Discovery

Silverchair’s Dynamic Discovery uses retrieval-augmented generation to connect researchers with relevant scholarly content through natural-language queries. It builds on the Oxford Academic AI Discovery Assistant, and shows why each source was selected along with relevance and access indicators.

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EasyJournal

Adam Hyde built two scholarly publishing platforms largely by “vibe coding” with Anthropic’s Claude: EasyJournal, a conventional system in the mould of OJS and Janeway, and Kotahi, a collaborative-first alternative with non-linear, communication-driven workflows.

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EditGPT

EditGPT packages generative AI copyediting prompts into clickable buttons — “Light Copyedit”, “Chicago Style” — and exports the result as a Word document with tracked changes.

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EditorialPilot

EditorialPilot (formerly AuthorPilot), from Integra, runs 40+ automated checks on submissions before they reach an editor: compliance gaps, journal scope screening configured per publisher, integrity signals (AI-generated text, paper-mill patterns, missing ethics declarations) and high-volume batch filtering.

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