By default a normal user can abort the shutdown. They could also configure group policy to prevent shutdown permissions which also prevents aborting a shutdown.
The GPO is Computer Configuration > Windows Settings > Security Settings > Local Policies > User Rights Assignment > Shut down the system
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Jokes aside, Thinking Fast and Slow is amazing and I recommend everyone read it.