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there have been a number of these studies uh before us is where you have the exact same research task where everybodys trying to estimate the same thing but you have multiple different people each trying to perform that research task entirely independently so nobody knows about anybody else is doing um so to give a classic example actually comes from outside of Academia back during the 2016 U.S presidential election 538 gave the exact same set of polling data to a bunch of different polling houses and so you might think well polling houses they just tell you what the share of people who are going to vote for each candidate is but no they they do some analysis to it to try to adjust for certain deficiencies in the polling so they might uh you know weight people more heavily if they think they were harder to docHub uh because they think they might represent more people or they might do some other sorts of adjustments to a poll and what they found is that the different kinds of adjustment