We explore the dynamics of inclined temporal gravity currents using direct numerical simulation, and find that the current creates an environment in which the flux Richardson number
$\mathit{Ri}_{f}$, gradient Richardson number
$\mathit{Ri}_{g}$ and turbulent flux coefficient
$\unicode[STIX]{x1D6E4}$ are constant across a large portion of the depth. Changing the slope angle
$\unicode[STIX]{x1D6FC}$ modifies these mixing parameters, and the flow approaches a maximum Richardson number
$\mathit{Ri}_{max}\approx 0.15$ as
$\unicode[STIX]{x1D6FC}\rightarrow 0$ at which the entrainment coefficient
$E\rightarrow 0$. The turbulent Prandtl number remains
$O(1)$ for all slope angles, demonstrating that
$E\rightarrow 0$ is not caused by a switch-off of the turbulent buoyancy flux as conjectured by Ellison (J. Fluid Mech., vol. 2, 1957, pp. 456–466). Instead,
$E\rightarrow 0$ occurs as the result of the turbulence intensity going to zero as
$\unicode[STIX]{x1D6FC}\rightarrow 0$, due to the flow requiring larger and larger shear to maintain the same level of turbulence. We develop an approximate model valid for small
$\unicode[STIX]{x1D6FC}$ which is able to predict accurately
$\mathit{Ri}_{f}$,
$\mathit{Ri}_{g}$ and
$\unicode[STIX]{x1D6E4}$ as a function of
$\unicode[STIX]{x1D6FC}$ and their maximum attainable values. The model predicts an entrainment law of the form
$E=0.31(\mathit{Ri}_{max}-\mathit{Ri})$, which is in good agreement with the simulation data. The simulations and model presented here contribute to a growing body of evidence that an approach to a marginally or critically stable, relatively weakly stratified equilibrium for stratified shear flows may well be a generic property of turbulent stratified flows.