Data contamination has always been an issue with MTurk. Bots that submit junk data in hopes that you just auto approve the entire data set. You definitely need

Data contamination has always been an issue with MTurk. Bots that submit junk data in hopes that you just auto approve the entire data set. You definitely need a secondary validating question to validate the turkers authenticity.