Given a nondegenerate real cubic form $f(x,y)$ in two variables, consider the integral
$$I(f) = \frac{|\mathrm{Disc}(f)|^{1/6}}{2\pi} \int_0^{2\pi} f(\cos(\theta),\sin(\theta))^{-2/3} \, d\theta$$
The paper of Bhargava-Shankar-Tsimerman about Davenport-Heilbronn theorems asserts (pg. 468) that $I(f)$ does not depend on $f$ as we vary within the set $V_{\mathbf{R}}^{\pm}$ of nondegenerate real cubic forms whose discriminants $\mathrm{Disc}(f)$ have a fixed sign $\pm$.
These $V_{\mathbf{R}}^{\pm}$ also happen to be orbits of the natural action of $G = \mathrm{GL}_2(\mathbf{R})$ on the space of two-variable cubic forms. So equivalently they are asserting that $I(f)$ is invariant under the action of $G$, on these orbits.
I would like to understand why this invariance holds.
As a follow-up question, is this invariance a special case of some more general fact about integrals of (powers of) homogeneous polynomials around the unit circle being invariant?
$$$$ $$$$ $$$$
Addendum:
Thanks to Stanley Yao Xiao for a really helpful answer. I wanted to follow up the discussion a bit, to understand better this passage in Bhargava-Shankar-Tsimerman.
I am puzzled by the authors’ assertion on pg. 468 that "the ratio in (48) is independent of the $K$-invariant set $B$. Thus, …, (48) is equal to …"
Are we varying the set $B$?
Since $B$ is a subset of $V_{\mathbf R}$, the numerator and denominator of (48) are both integrals in $\mathbf R^4$, but $\displaystyle \int_K$ is a line integral, so why ``Thus”?
Is the following the correct argument?
Recall that $H^{(i)}$ is the largest subset of $\mathrm{GL}_2(\mathbf{R})$ such that $H^{(i)} \cdot v_i = B \cap V_{\mathbf R}^{(i)}$. Then by Proposition 23, (48) is equal to
$(*)$ \begin{equation} \frac {\displaystyle \frac{2\pi}{n_i} \int_{H^{(i)}} |\mathrm{Disc}(g \cdot v_i)|^{1/6} |a(g\cdot v_i)|^{-2/3} dg} {\displaystyle \frac{2\pi}{n_i} \int_{H^{(i)}} dg} \label{xx} \end{equation} Write $\mathrm{GL}_2(\mathbf{R}) = KL$ where $K=\mathrm{SO}(2)$, $L=AN\Lambda$. Then $dg=dk \, dl$ where $dk$ is the Haar probability measure on $K$ and $dl$ is the right Haar measure on $L$. Since $B \cap V_{\mathbf R}^{(i)}$ is invariant under $K$, it follows that $H^{(i)}$ is invariant under left multiplication by $K$, and thus we have $H^{(i)} = KL^{(i)}$ for some subgroup $L^{(i)} \subseteq L$. Then $(*)$ is equal to
$(**)$ \begin{equation} \frac{\displaystyle\int_{K \times L^{(i)}} |\mathrm{Disc}(kl\cdot v_i)|^{1/6} |a(kl \cdot v_i)|^{-2/3} dk \, dl} {\displaystyle\int_{K \times L^{(i)}} dk \, dl} = \frac{\displaystyle\int_{L^{(i)}} \left(\int_K |\mathrm{Disc}(l \cdot v_i)|^{1/6} |a(k l \cdot v_i)|^{-2/3} dk \right) dl} {\displaystyle\int_{L^{(i)}} dl} \label{yy} \end{equation} By Stanley Yao Xiao's answer, $\displaystyle\int_K |\mathrm{Disc}(l \cdot v_i)|^{1/6} |a(k l \cdot v_i)|^{-2/3} dk$ is equal to a constant $C$, independent of $l \cdot v_i$. Therefore, $(**)$ is equal to $C$.
Or, am I misconstruing?