For $0<\theta<1/2$ define $\mu_\theta$ to be the uniform (self-similar) measure on the Cantor set obtained from the dissection pattern $(1-2\theta,\theta)$. For example, when $\theta=1/3$ the $\mu_\theta$ is the uniform Cantor measure on the classical middle-third Cantor set. It was obtained by Hille--Tamarkin that the Fourier--Stieltjes transform of $\mu_\theta$ is given by $$\widehat{\mu}_\theta(\xi) = \prod_{k=1}^\infty \cos(\theta^k\xi).$$ It is usually a very hard question to find the actual decay rate of $\widehat{\mu}_\theta(\xi)$ as $\xi\to\infty$. It is a classical theorem by Wiener--Wintner that $$\frac{1}{T}\int_{-T}^T|\widehat{\mu}_\theta(\xi)|^2\,\mathrm{d}\xi = O\left(T^{-s}\right)$$ where $s=-\frac{\log 2}{\log\theta}$ is the Hausdorff dimension of the corresponding Fractal.
Is the last estimate essentially sharp for all $\theta$? By essentially sharp I mean a power-saving improvement is not possible.
Is there some theta where any improvement is possible?