Basicly as my title to the post asks do you have to do some real bad stuff, maybe black hat to get sandboxed?
I found it impossible to get sandboxed nowadays. At least it doesn't happen to any of my new sites. Even if you site is brand new... just build 50-100-200 decent quality backlinks and you will be fine.