Research paper mills and AI-generated content threaten scientific integrity, with retraction data revealing only a fraction of actual problems. TalTech researcher Anton Sokolov's analysis of 15,000 retraction records shows authorship violations are underreported, while computer-generated text accounts for about one-third of retractions in computer science, making detection and quantification of problematic papers difficult.
A nonsensical phrase "vegetative electron microscopy" discovered in scientific papers serves as a fingerprint identifying potentially fraudulent publications. The term, likely originating from faulty digital processing or AI misuse, has proliferated across nearly two dozen articles, many authored by Iranian researchers, prompting its inclusion in an automated tool that screens millions of articles weekly for academic fraud indicators.