The most appropriate reason 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 reflects an objective approach to gathering credible and valuable information that directly addresses your research needs. Peer-reviewed papers and government reports are typically reliable and authoritative, making them well-suited for academic or policy-related work.