Improve consistency between code and docstrings for XEB #4853
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Closes #2757.
The "exp" suffix may be interpreted as either "experimental" or "expected" (as in "theoretically expected") which causes confusion that led to #2757. This PR changes the suffix to "th" (for "theoretical") which happens to be what is already used in the docstring. Also, added some missing docstrings.