The answer depends on what the experiment consists of. Since that is not specified, there can be no sensible answer.
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The probability is zero. No number can be less than 3 and greater than 4.
No. A probability of 1 means something will definitely happen. There cannot be a greater certainty than that, so probability cannot be greater than 1. 0 means there is no chance of something happening. You cannot have less than no chance of something happening. So a probability cannot be less than 0.
Probability can not be less than 0 or greater than 1. A probability of 0 means there is no possibility whatsoever of an event occurring. A probability of 1 means that the event is guaranteed to occur no matter what.
A joint probability can have a value greater than one. It can only have a value larger than 1 over a region that measures less than 1.
A probability can never be greater than 1.