The most accurate response to why evolution is called a scientific theory is:
There is lots of evidence to support it.
Scientific theories are developed based on extensive observations, experimentation, and evidence that support their explanations of natural phenomena. In the case of evolution, there is a significant amount of evidence from various fields such as genetics, paleontology, and comparative anatomy that supports the theory.