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We study the three dimensional cubic defocusing wave equation with Gaussian initial data. We show that the law of the solution is quasi-Gaussian in low regularity regimes exploiting renormalised energies, normal form reductions, remarkable cancellations, non commutative Khinchin inequalities and cut-offs designed according to the probabilistic well-posedness theory developed by Nicolas Burq and myself around 2010. This is a joint work with Chenmin Sun and Leonardo Tolomeo.