yes, it's normal to be selective! Most ICOs are scam,And you wouldn't want to loose your money. This money we worked very hard to make it.
There's no relevant data that can be trusted which mention that most of the ICO are scam. It's just the scam ones that seems to dominate the market because it's always exposed.
However there's ofcourse nothing wrong to be selective when it comes to an ICO.