The best choice for prioritizing peer-reviewed research papers and government reports over other sources of information would be:
They were specifically relevant to your research objectives.
This choice emphasizes the importance of using credible, authoritative sources that are directly aligned with your research goals, ensuring the information is accurate and reliable. Peer-reviewed papers and government reports typically undergo rigorous evaluation, which adds to their validity.