The most accurate response to why evolution is called a scientific theory is: There is lots of evidence to support it.
In scientific terminology, a theory is an explanation of a phenomenon that is supported by a substantial body of evidence and has stood up to repeated testing and scrutiny. Evolution is backed by extensive evidence from various fields, including genetics, paleontology, and comparative anatomy, among others.