Vaniver comments on Harry Potter and the Methods of Rationality discussion thread, part 23, chapter 94 - Less Wrong
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This seems to be my impression as well, which is somewhat unfortunate. (This is one of the reasons I try to avoid speculation in my commentaries, though it makes its way in from time to time.)
I think this is the case because there's an author intending the story. The correct way to predict the story is to predict the human writing the story, which is not the correct way to predict the fabric of reality. The story is also (mostly) non-interactive. Identifying an experimental intervention which could have a high information impact, while the backbone of science, is inaccessible to readers. Instead, observational data must be interpreted, which makes it difficult to distinguish between interpretations that agree with the existing evidence but disagree on other features.
And so you could have a game that teaches science (in some ways, Nethack does this, and similar games are easy to imagine), but I don't think you can have a fanfic which does.
Maybe you could have an mspaintadventure that teaches science.
For some reason that reminded me of the beautiful MSPA wizardfic. Not that it's scientific or anything!