As the calculated z-score for a sample mean drawn at random gets larger:

a.

Its probability (p) gets larger but alpha stays the same

b.

Its probability (p) gets smaller but alpha stays the same

c.

Its probability (p) remains the same, but alpha gets larger

d.

Its probability (p) remains the same, but alpha gets smaller