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That Nature news article has to be off, or at least heavily biased towards Nature's fields. Isn't it famously psychology that is almost entirely irreproducible? See e.g. here: https://en.wikipedia.org/wiki/Replication_crisisAt least according to the Nature news article that I linked above, the highest rate of non-reproducibility is among chemists, followed by biologists then physicists/engineers.
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I would guess math is probably the most reproducible. However I know from personal experience that even a strongly related field like computer science already has tons of papers with factual errors, non-reproducable or outright wrong results.
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