A multi‑year scrape of Substack (47,562 public science posts from 2,785 newsletters) shows that independent newsletters concentrate attention, surface research, and form durable elites that disproportionately shape which papers, people, and questions enter public conversation. The platform's recommendation graph and leaderboard dynamics produce a small, stable set of highly visible writers and topics, even as overall volume grows.
— If newsletters become de facto gatekeepers of science, they change citation patterns, public understanding of research, and who gets the power to frame scientific controversies — with implications for trust, funding narratives and policy influence.
Seeds of Science
2026.11.10
100% relevant
The report's core dataset (47,562 posts, 2,785 newsletters), the author's finding of a 'frozen top', and the public explorer (substack-science.netlify.app) concretely show newsletters' outsized role in surfacing and amplifying science.
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