I can't buy an Emerson control system for a small reactor getting reconfigured every other week, and LabView on an un-networked Windows computer is perfectly fine.
I would not use a PC (with any OS) to control a 10 kg reactor though. At least directly. I think it'd be okay to use a PC to coordinate discrete controllers as long as they couldn't change state without a command (i.e. latching valves and the like) and as long as there was a backup safety that didn't have a computer in the loop.
Safeties that do things like shut off furnaces if temperature sensors break or valves that shut off flow if it becomes too high or detect a flame are common, analogous to a fuse on a circuit board. You sure hope not to use them, but they'll suffice for unexpected situations.
But there's definitely a risk that has to be managed, and connecting infrastructure and industrial equipment to the internet is not managing it very well!
With all due respect, if that's the case you should not be running Windows.