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Should OpenAlex publish a novelty score? A vibe check

calendar_today September 17, 2026 person Kyle Demes domain openalex

When people want to know whether a piece of research is any good, they usually have two options: ask an expert, or count citations. Both have well-known problems. Expert review is slow, expensive, subjective, and does not scale to portfolios of thousands of papers.

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