The aim of this work is to prove an existence result on the mixed shell model extending the classic standard existence results from $\ell^2$ initial conditions to $μ$-almost every initial conditions, where $μ$ is a Gaussian measure on the infinite dimensional space of initial conditions. A similar result is also shown to hold for turbulence models where a dyadic tree structure replaces the linear one.