I've not read / digested all of this thread, but that is an important concept throughout much of life, and particularly in engineering. There is a distinction between accuracy versus repeatability. An instrument may be decidedly inaccurate, but highly repeatable. A good instrument needs good repeatability, so that for a given identical stimulus time after time, it will render the same reading time after time, even if inaccurate. Once such an instrument is then properly calibrated to give accurate readings, it can then be relied upon to give accurate readings repeatably. A simple example is a clock, which these days can give incredible repeatability, but can be totally inaccurate if not set correctly. Once correctly adjusted (i.e. calibrated) then it will be accurate, and thereafter repeatably accurate.