I found the meaning of these columns by downloading a Readme file from ExAC :
The loss-of-function Z score is highly correlated with gene length (r
= 0.57). This means that longer genes have higher (more intolerant) scores simply because we are more confident in their predictions. To
avoid this correlation, we include the probability of being
loss-of-function intolerant (pLI), the suggested metric for evaluating
a gene's intolerance (constraint) of loss-of-function variation.
Methods for the creation of pLI will be included in the supplement of
the ExAC paper (Lek et al, in prep). Briefly, we used the observed and
expected number of loss-of-function variants per gene to determine a
posterior probability of each gene belonging to one of three
categories: 1) completely tolerant of loss-of-function variation
(observed = expected) 2) intolerant of two loss-of-function variants
(like recessive genes, observed ~ 0.5expected) 3) intolerant of a
single loss-of-function variant (like haploinsufficient genes,
observed ~ 0.1expected)
pLI is the probability of falling into category 3, pRec is the
probability of falling into category 2, and pNull is the probability
of falling into category 1.