scav comments on How to Fix Science - Less Wrong
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Well, the database wouldn't contain any results. What it does though is reduce the importance of published claims that have a large number of non-published (probably failed) attempts at showing the same effect.
Ideally you want the literature review section of a paper to include a mention of all these related but unpublished experiments, not just other published results.