The other take is that a neighborhood that has a vibrant art scene is one that people want to live in not that they want to supplant the current population living there. Theres a natural draw to live there.
The real cause of gentrification is failing to build enough housing, which means people can't move in without displacing others. It causes a zero sum mentality.
Build. More. Housing.