Professional here also introducing an element that's unexpected. We expect that they'll have more training, they've often done simulator training which is more realistic, they have a lot more hours and so on.

But because it's a job they have much less Plan Continuation Bias aka "Get-there-itis". Flying New York to Dallas? I did that yesterday, and the day before, and the day before that. So if the weather looks bad and maybe we shouldn't, well then I guess we just don't go, I'll go tomorrow, or maybe somebody else will, it's just a job.

GA pilots are notorious for this problem, and it puts them in vulnerable situations where they're one problem away from disaster, as weather is worse than they hoped, things don't happen the way they expected, and gradually they go from "It'll probably be fine" to "I hope I live to learn from this experience".