Ah... yes... but the atmosphere is >90% nitrogen apparently. Which manages to stick around as a gas at Earth temperatures. Perhaps the question isn't "why is it there" but "where did it come from" because if Callisto had acquired a similar atmosphere I can't see what would stop it staying there.

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"Reason is a tool. Try to remember where you left it."