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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The Replication Engine

The Replication Engine is an agentic system designed to automate parts of the process of checking whether the quantitative results reported in scientific papers can be reproduced from the authors’ code and data. Given a paper and its…

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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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