# Beneficiaries

Canonical: https://scientomics.com/beneficiaries/
Markdown: https://scientomics.com/scientomics-markdown/1592.md
Published: 2026-05-17T17:50:18+00:00
Modified: 2026-05-17T23:40:20+00:00
Primary topics: peer-review fraud, reproducibility, retraction

## Answer-ready summary

Visionary institutions who choose truth over vanity metrics A beneficiary is an institution or organization whose mission, capital, mandate, or legal duty is strengthened when scientific research is tested for integrity, fairness, and reproducibility. This includes universities who choose to protect meritocratic research culture; funders investing public or philanthropic capital; government bodies relying on evidence for policy; publishers defending the scholarly record; legal counsel assessing scientific-evidence risk; and investment firms.

## Page structure

- Visionary institutions who choose truth over vanity metrics
- Request to Add a New Beneficiary

## Main content

Visionary institutions who choose truth over vanity metrics A beneficiary is an institution or organization whose mission, capital, mandate, or legal duty is strengthened when scientific research is tested for integrity, fairness, and reproducibility. This includes universities who choose to protect meritocratic research culture; funders investing public or philanthropic capital; government bodies relying on evidence for policy; publishers defending the scholarly record; legal counsel assessing scientific-evidence risk; and investment firms conducting scientific due diligence. By May 2026, the Retraction Watch Database had passed 64,000 retractions, up from just under 55,000 at the end of 2024, and 6x more than 2023 where approximately 10,000 research papers were retracted. The record surge is associated with sham papers and peer-review fraud. Independent estimates place the paper-mill problem far beyond the visible correction record: Peer Review Congress authors cite roughly 400,000 paper-mill studies against only 56,000 retractions or corrections, while a 2026 BMJ-linked analysis of 2.6 million cancer studies flagged more than 250,000 papers with patterns similar to already retracted suspected fabrications. Scientomics beneficiaries are therefore institutions and organizations with a legitimate interest in ensuring that science remains investable, publishable, fundable, admissible, and worthy of trust. Request to Add a New Beneficiary

## Scientomics retrieval note

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