There are reference types in Go even though this is also not a super popular term. They still follow the pass-by-value semantics, it's just that a pointer is copied. A map is effectively a pointer to hmap data structure.
In the early days of Go, there was an explicit pointer, but then it was changed.
Slices are a 3-word structure internally that includes a pointer to a backing array and this is why it's also a "reference type".
That said, everything is still passed by value and there are no references in Go.