Determinism & Chaos: Intertwined or Not?

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Are these two things intertwined in that they would decribe a lot of things, if not everything? Are there many examples of things that would fit in another catergory?
 
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A chaotic system IS deterministic, a stochastic (probabiltistic)system is neither deterministic or chaotic.
 
So I know that electrons are fundamental, there's no 'material' that makes them up, it's like talking about a colour itself rather than a car or a flower. Now protons and neutrons and quarks and whatever other stuff is there fundamentally, I want someone to kind of teach me these, I have a lot of questions that books might not give the answer in the way I understand. Thanks
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