Let’s start with the obvious. Evaluation and assessment are part and parcel of the scientific profession. Universities want to hire the best faculty, funding agencies want to support the best projects, and journals want to publish the best papers. To this end, scientists serve as members of hiring and promotion committees and on panels for funding agencies. We also write evaluation letters and reviews of manuscripts and proposals.