research-comms-critic

Evaluating research communications involves comparing public-facing summaries against primary academic sources to detect oversimplification, overstated certainty, and hidden limitations, ensuring scientific fidelity and research integrity.

Scientific fidelity auditing evaluates whether simplified claims in policy briefs and health guidance remain accurate to original study findings without stripping necessary hedging language or misrepresenting statistical context.

Detect overstated certainty by performing rigorous evidence-based comparison of claims and statistical context to identify when hedging language is removed, causing misleading conclusions in public-facing research summaries.

Yes, you can audit a university press release before publication to ensure statistical significance is not conflated with practical impact and that study limitations are clearly disclosed to maintain public trust.

Automated research communication fact-checking requires rigorous evidence-based comparison of claims and citation accessibility, meaning it depends heavily on access to primary academic sources to identify hidden limitations accurately.