Which speed distribution does an arrival counter measure? Suppose an equilibrium, nonrelativistic ideal gas escapes by effusion through a thin opening into vacuum. The opening is small compared with the mean free path; the reservoir remains at temperature . Let denote its normalized Maxwell speed distribution, with mass and :
At a given direction toward the opening, the number crossing per unit time is proportional to the normal component . Integrating over a fixed accepted cone contributes an angular factor independent of . Thus the normalized probability density function for speeds among arriving particles is
Its integral is one because . The reservoir mode is ; the arrival mode is . Faster particles get more opportunities to cross the opening. This is a selection effect, not heating after emission.
Specify the observable before applying the formula. An instantaneous count in a fixed segment of the beam weights the arrival flux by the time spent there, proportional to ; in this ideal model its normalized speed law returns to . A detector's speed-dependent efficiency, source collisions or a velocity selector changes the arriving law again. Counting arrivals and counting particles currently present are different measurements.

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