Science fiction is based on the premise the Universe is fundamentally rational. In a science fiction book everything is supposed to make sense if one is just able to dig deep enough.
In fantasy, while the rules should be internally self-consistent they don't need to make any kind of external sense, they just are.
The mindset of mystery is closer to science fiction, just as horror is closer to fantasy.
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