Experimental science is much more prone to fraud. An experimental scientist can misled the whole community knowingly for decades before anyone bothers to replicate their studies. The self correcting loop of science can be very slow.

A theoretical scientist will be caught much sooner and it will cause an irreparable damage to his/her reputation. Who will ever take them seriously after that?