Alternative rating.

the strength of each chess player can be represented as a probabilistic variable, following a normal distribution

Apparently, this means that a chess player is most likely to play at their expected level (Mean, so to speak), and the probability that they will play significantly above (or below) their level decreases rapidly towards zero. Something like that...