The most reliable and valid piece of evidence among the options provided is:
Data collected from a controlled experiment that has been reproduced in several different labs.
Reproducibility is a key factor in determining the reliability and validity of scientific data. If an experiment can be reproduced in multiple labs and still yields consistent results, it strengthens the credibility of the findings.