You provided a good definition: solves problems scientifically rather than by brute force. I believe the essence of science comes from being able to think (and report your thinking) in a structured way. Meaning it is about content, but it is also about form.

And just so we can get this out of the way, I'm not in any way offended by people applying labels to themselves in good faith, I'm only slighted offended by people who are offended by that.