Understanding complex systems presents a formidable challenge due to their inherent complexity. Traditional methods often fail to capture the emergent properties and dynamic interactions that characterize these systems. To effectively analyze and decipher complex phenomena, researchers rely on conceptual frameworks that provide a structured lens fo