ERROR is a comprehensive program to systematically detect and report errors in scientific publications, modelled after bug bounty programs in the technology industry. Investigators are paid for discovering errors in the scientific literature: The more severe the error, the larger the payout.
Seems pretty manual at this point. It's unclear if they have any plans to make it scalable.
errata
, but even then, it'd be without end in my field. There are just too many minor errors..