The theme that best describes "The Celebrated Jumping Frog of Calaveras County" is:
If people are not careful, tricksters and hustlers will take advantage of them.
This theme reflects the story's focus on deception and the consequences of naivety, as characters engage in betting and tricks that illustrate the potential pitfalls of being overly trusting or competitive.