[step:Evaluate each coordinate integral by additive character orthogonality]
We use the elementary identity that, for every integer $m$,
\begin{align*}
\int_0^1 e(mt)\,d\mathcal L^1(t)=\begin{cases}1,&m=0,
\end{align*}
\begin{align*}
0,&m\ne 0.\end{cases}
\end{align*}
Indeed, if $m=0$, the integrand is identically $1$. If $m\ne 0$, then
\begin{align*}
\int_0^1 e(mt)\,d\mathcal L^1(t)=\frac{e(m)-1}{2\pi im}=0,
\end{align*}
because $e(m)=1$ for every integer $m$.
Fix $(x,y)\in A^{2s}$. The integrand factors as
\begin{align*}
e\left(\sum_{j=1}^k\theta_jA_j(x,y)\right)=\prod_{j=1}^k e(\theta_jA_j(x,y)).
\end{align*}
Since this product is bounded and measurable on $[0,1)^k$, repeated one-dimensional integration gives
\begin{align*}
\int_{[0,1)^k}e\left(\sum_{j=1}^k\theta_jA_j(x,y)\right)\,d\mathcal L^k(\theta)=\prod_{j=1}^k\int_0^1 e(\theta_jA_j(x,y))\,d\mathcal L^1(\theta_j).
\end{align*}
By the one-dimensional identity, this product equals $1$ if $A_j(x,y)=0$ for every $1\le j\le k$, and equals $0$ otherwise.
[/step]