Integrity and ethics

Check Integrity

Elsevier’s Check Integrity screens article submissions for potential breaches of publishing ethics policies — unauthorised authorship changes, editorial conflicts of interest and similar — flagging concerns to specialist integrity analysts before publication. Expanded across nearly 2,000 Elsevier journals…

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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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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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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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Ethicality

Ethicality is MDPI’s submission-screening tool, in testing as of late 2024, for identifying AI-generated publications, self-citation and unrelated references.

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Geppetto

Geppetto is Springer Nature’s detector for AI-generated and paper-mill content. It segments manuscript text and evaluates consistency to spot inauthentic patterns.

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Imagetwin

Imagetwin detects image integrity problems in research papers — duplication, manipulation, plagiarism and AI-generated figures in microscopy images, western blots and histology slides — by comparing against a database of over 75 million published figures.

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