Chaos is a phenomenon. A chaotic system has a property called nonlinear dynamics which describe the cause and effect are not related in a linear fashion. In other words, a small cause can have a complex effect which is not expected. This is why it is called nonlinear.
Order and determinism can eventually lead to randomness. The randomness was due to unpredictability in the systems.
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