Oh, Avuncular. You have made the classic creationist mistake of not understanding the term "theory" when it's applied scientifically. I'm afraid that it's you who is confused.
A theory, in science, is the very, very closest that science can ever get to declaring something a fact. It has a VERY different meaning from the vernacular use of the term (which generally means idea or hypothesis).
A scientific theory is an explanation for an observed fact. Evolution is an observed fact - the theory of evolution is our explanation for it.
Gravity is a good example (it's both a law and a theory).
That gravity exists is beyond doubt. Drop a pencil, it falls to the floor. But WHY does the pencil fall? How does gravity work? What forces are involved? For that a theory has been devised - our explanation for the OBSERVED FACT of gravity. Maybe, in time, the theory will be refined, new data added etc - the "theory" may be challenged, but the FACT of gravity never will.
We're in the same place with evolution. It is a FACT - observable & testable. The theory is our explanation for how it all happened, why it all happened. Again, the theory may be refined, but the FACT of evolution will remain just that - a fact.
The National Academy of Sciences explains it well:
www.nationalacademies.org/evolution/TheoryOrFact.html
*We must always remember, of course, that nothing is ever proven 100% true (except in mathematics). It is not 100% certain that the Earth orbits the sun - at best it's 99.999999999999999999999999999999% certain. But there has to come a point where there's a level of acceptance that something is what it seems to be when all the evidence suggests it.