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.
This type of data indicates that the findings are not only based on a single observation but have also been verified through replication by multiple independent researchers, enhancing the credibility and generalizability of the results. Replication is a key principle in scientific research that helps ensure the consistency and reliability of data.