The most appropriate response to why evolution is called a scientific theory is:
There is lots of evidence to support it.
A scientific theory is a well-substantiated explanation of some aspect of the natural world that is based on a body of evidence and has stood up to repeated testing and scrutiny. In the case of evolution, there is extensive evidence from various fields, including genetics, paleontology, and comparative anatomy, that supports the theory.