Yes—teaching, peer review, and dataset maintenance should count as scientific output when they produce identifiable, assessable, and reusable value. They should not necessarily receive the same kind or amount of […]
How Dependency Graphs Can Reveal Hidden Scientific Contributors
Scientific credit usually follows what is visible. The authors of a widely read paper receive citations, invitations, funding, and recognition. Yet many discoveries depend on people whose names never appear […]
Measuring the Impact of Research Software and Mathematical Libraries
Research software and mathematical libraries should be evaluated by the work they enable—not merely by papers that cite them, repository stars, or download counts. A useful impact assessment combines several […]
Can One Definition Be Worth More Than a Thousand-Page Paper?
Yes. A single definition can be worth more than a thousand-page paper when it identifies the right mathematical object, unifies previously separate theories, or makes an entire research programme possible. […]
How Long Should Science Wait Before Rewarding a Discovery?
Science should not wait decades to reward a discovery—but it should not treat every new claim as permanently validated on day one. The best solution is staged recognition: provide an […]
Why Citation Counts Cannot Measure the Value of Basic Mathematics
Citation counts can show that a mathematical paper has been noticed and used by other researchers. They cannot reliably show whether the work is true, profound, foundational, difficult, original, or […]
What Is Scientific Merit? A Multi-Dimensional Definition
Scientific merit is the degree to which a research contribution reliably advances knowledge or improves the scientific process. It includes not only whether a result is novel, but also whether […]
Reproducibility Is Infrastructure, Not Just Researcher Virtue
Reproducible science requires more than careful, honest researchers. It requires institutions that preserve data, execute code, finance replication, verify research artifacts, document methods, and reward the people who perform this […]
Mandatory Research Artifacts: Should Every Paper Include Data and Code?
Scientific papers traditionally present conclusions, methods, and selected results. Yet in many fields, the paper itself is no longer enough to evaluate the research. The underlying datasets, source code, computational […]
Why Research Integrity Cannot Depend Only on Journal Editors
Research integrity cannot depend only on journal editors because editors see only one stage of a much larger research process. They generally evaluate manuscripts after experiments have been designed, data […]
