Why are double negation and the law of excluded middle excluded from the theory vs one of classical logic?
I see that the law of the excluded middle $\lnot(p \land \lnot p)$ requires double negation elimination when DeMorgans is applied. Therefore I think the rationale depends on double negation elimination. I searched and did not find a straightforward answer to this.
Try the entry on intuitionist logic in the Beginning Mathematical Logic study guide, particularly §8.3. This explains, after a fashion, the so-called BHK constructive interpretation of the connectives ... so see if that helps. You can download the guide from https://www.logicmatters.net/tyl.