The default window behavior in the RCE uses the focus-follows-mouse model, in which the user selects windows by merely pointing at them, and the selected window jumps to the foreground. To change this behavior go to:
Applications → RCE Utilities → Change Windows Focus Behavior
The focus policy change is immediate.