VNIL — The Verifiable Network for Integrity and Learning: A Framework for Distributed Validation in Citizen Science
Year: 2025
Type: article
Abstract: Citizen science contributes valuable data, but reproducibility and ethical validation often remain fragmented.VNIL - the Verifiable Network for Integrity and Learning - offers a framework for distributed validation through open proof templates, replication nodes, and integrity ledgers.It forms the civic layer of the Proof Civilization Framework, embedding verification into daily citizen-science practice.
Author: Hazivar, Richard
Language: English
Subfield: Information Systems
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7093081829
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