The p-value of a test of null hypothesis is 3.5%. This means (explanation)

1. The alternative hypothesis true with probability 3.5% or possibly less
2. None of these
3. The hypothesis is true with probability 3.5% or possibly less
4. 3.5% is the probability of finding the observed or more extreme results when the null hypothesis is true