How would you interpret such a probability? - A probability of zero means that something is IMPOSSIBLE, while a probability of one means that it is SURE TO HAPPEN. Anything in between means that it MAY happen - the closer to 1, the more likely it is to happen. Anything outside of that range simply doesn't make sense.
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No. Probability must be between 0 and 1.
Probability of 0 is impossible, and 1 is certain. So, probability must be between 0 and 1, inclusive.
No, it must be a number in the interval [0, 1].
Probability value can only be real number between 0 to 1, therefore, it cannot be greater than 1 or less than 0 or a complex number.
From the related link, you can read directly the probability that Z is less than 1.51 is 0.9345.