Peer Review: Rigorous peer-review processes can help catch inconsistencies or errors in research data. Reproducibility: The ability of other researchers to duplicate the results using the same methods and materials is a key indicator of reliability. Failure to reproduce results can be a red flag. Analytical Techniques: Advanced techniques such as spectroscopy and chromatography can be used to verify the authenticity of reported data.