That seems pretty straight forward to measure, you just take the temperature of people who exercise regularly (say three times a week) and compare that to people who work physically demanding jobs, and to people who work in office jobs, and don't exercise.
(I would almost expect, that the study authors know of something like that, and would have mentioned it, if it were the case.)