This is a pretty dubious justification. Whether or not Alchemy lead to later easily reproducible results, the alchemists couldn't have engaged in an effort to present themselves as what we now know as scientists.

Oppositely, it seems logical to expect that a parade of fake and often impressive results would act as a damper to real, modest gains getting attention and funding.