metascience

The comprehensive study of scientific data sets across all scientific disciplines, rather than restricting the testing of hypotheses to the data within an isolated sub discipline. Also known as deep science.

Proliferation theory is one example of metascience. In this case all objects, whether chemical physical or biological, are assumed to propagate and evolve. The form and function of each object arises as the result of feedbacks between propagules that is analogous to the feedbacks between transistors in electronic logic circuits.

by Microbial Ecologist January 20, 2014

Cognitive Metasciences

A broader, more theoretical category encompassing fields that take the entire project of cognitive science—the interdisciplinary study of mind and intelligence—as their object of critique and analysis. This includes questioning the computational metaphor of the mind, the limits of artificial intelligence as a model for human thought, and the cultural assumptions built into our models of intelligence. It's cognitive science reflecting on its own foundational metaphors.

Cognitive Metasciences Example: Critiquing the dominant paradigm in AI research for assuming that intelligence is purely information processing, while ignoring the role of embodied experience, emotion, and social interaction, is an exercise in Cognitive Metascience. It asks if the field is solving the right puzzle, or just the one that fits its preferred tools.

by Dumu The Void February 4, 2026

Metascience Theory

The overarching framework and principles of metascience—the empirical study of science itself. Metascience theory posits that the scientific enterprise can be analyzed with its own tools: data, hypothesis testing, and statistics are used to diagnose problems like publication bias, p-hacking, low replicability, and inefficiency in funding. It treats science as a complex system whose health can be measured and optimized. The core theory is that science is not automatically self-correcting; it requires deliberate, evidence-based institutional reform to function reliably.

Example: A Metascience Theory project might analyze 10,000 grant proposals to test if peer review truly selects for the most innovative science, or merely reinforces established paradigms. The theory guides the hypothesis that "conservatism bias" is systemic, and the findings could lead to reformed funding models like lottery systems.

by Nammugal February 5, 2026

Metascience

The scientific study of science itself—its methods, practices, social structures, and underlying assumptions. Metascience uses scientific tools to investigate how science works: publication bias, replication rates, funding effects, peer review effectiveness, researcher incentives. It's science turned reflexive, examining its own processes with its own methods. Metascience has revealed the replication crisis, the extent of p-hacking, the gender biases in publishing, and the ways institutional pressures shape scientific output. It's not anti-science—it's science holding itself accountable, using data to improve its own practice.

"Science is self-correcting, they say. Metascience asks: how well, really? By studying publication bias, they found that negative results rarely see print. By studying replication, they found that many findings don't hold up. Metascience is science's immune system—without it, science would just be anecdotes with lab coats."

by Dumu The Void February 28, 2026