Integrity and ethics

Sleuth AI

Signals’ Sleuth AI plugs into editorial workflows and automatically extracts and flags conflict-of-interest, funding and ethics statements, pinpointing anything unusual. It also surfaces questionable references and runs exploratory analysis to catch irrelevant or AI-generated content.

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SnappShot

SnappShot is Springer Nature’s tool for scanning PDFs for duplicated gel and blot images — a classic marker of data manipulation — flagging suspects for human investigation.

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STM Integrity Hub

The STM Integrity Hub is shared infrastructure for publishers to screen manuscripts collectively — duplicate submissions, paper-mill signals — on the logic that fraud that spans publishers can’t be caught by publishers working alone.

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Veracity

Veracity for Publishing, from Grounded AI, is a fact-checking and content verification system for editors, reviewers and authors. It works as a “reviewer zero”, catching unresolved citations, unsupported claims, suspicious patterns and citation misuse before peer review starts.

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VeriMe

VeriMe is a global digital identity verification service for researchers, run as a limited cooperative association — tackling the identity fraud that underpins reviewer fraud and paper mills, with a governance model that isn’t a commercial black box.

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