Plot twist:
What if future humans are doing their job trying to protect us from a world-ending event tied to these scientists, something they “accidentally” create later that becomes uncontrollable?
So removing them now would actually be a completely valid way to stop it.
Hear me out:
The scientists are being murdered by time travelers.