When Impact Signals Become Noisy: RI² as an Early Warning Framework for University Rankings

As publication and citation signals face structural distortion, performance metrics require contextual interpretation. This essay introduces RI² as a diagnostic overlay to support more cautious and governance-aware reading of university rankings.