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In this paper, we study the Cauchy problem for the Chern-Simons gauged sigma model under the Lorenz gauge condition. We prove the local well-posedness of solutions if the initial matter field and gauge field satisfy , , where the critical regularity for is . Our proof is based on identifying null forms within the system and utilizing bilinear estimates in wave-Sobolev space.

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