You can be honest with your feedback - even to your manager.
The people you are reviewing can not see your input. This means you should be honest with your opinions. Be overly rewarding or supportive and constructive when called for. Direct managers and system administrators can see your input. However, users always have the option of making reviews totally anonymous, from everyone including management, each time a review is completed.