Generally, if there is an ongoing investigation, the leave is probably paid. There are different kinds of leave. Administrative leave is generally mandatory. One could take "a personal leave of absence" which probably is not paid. But in this situation, the leave is part of the standard operating protocols (SOPs). There is also maternity leave, etc. Sometimes you will read of "unpaid leave" or some similar wording.