On the path of Vivek Kaushik,
\begin{align}J&=\int_0^1 \frac{\ln^2 x}{x^2-x+1}\,dx\end{align}
Observe that,
\begin{align}\int_0^\infty \frac{\ln^2 x}{x^2-x+1}\,dx=\int_0^1 \frac{\ln^2 x}{x^2-x+1}\,dx+\int_1^\infty \frac{\ln^2 x}{x^2-x+1}\,dx\end{align}
In the latter integral perform the change of variable $y=\dfrac{1}{x}$,
\begin{align}\int_0^\infty \frac{\ln^2 x}{x^2-x+1}\,dx=2J\end{align}
Consider,
\begin{align}K&=\int_0^\infty \int_0^\infty\frac{\ln^2(xy)}{(x^2-x+1)(y^2-y+1)}\,dx\,dy\\
&=4J\int_0^\infty \frac{1}{y^2-y+1}\,dy\\
&=4J\left[\frac{2}{\sqrt{3}}\arctan\left(\frac{2x-1}{\sqrt{3}}\right)\right]_0^\infty\\
&=4J\left(\frac{\pi}{\sqrt{3}}+\frac{\pi}{3\sqrt{3}}\right)\\
&=\frac{16\pi}{3\sqrt{3}}J
\end{align}
since,
\begin{align}\int_0^\infty\frac{\ln x}{x^2-x+1}\,dx=0\end{align}
(perform the change of variable $y=\dfrac{1}{x}$ )
On the other hand, perfom the change of variable $u=yx$,
\begin{align}K&=\int_0^\infty \int_0^\infty\frac{y\ln^2 u}{(u^2-uy+y^2)(y^2-y+1)}\,du\,dy\\
&=\int_0^\infty \left[\frac{(u+1)\ln\left(\frac{y^2-y+1}{y^2-uy+u^2}\right)}{2(u^3-1)}+\frac{\arctan\left(\frac{2y-u}{\sqrt{3}u}\right)+\arctan\left(\frac{2y-1}{\sqrt{3}}\right)}{\sqrt{3}(u^2+u+1)}\right]_{y=0}^{y=\infty}\ln^2 u\,du\\
&=\frac{\pi}{\sqrt{3}}\int_0^\infty \frac{\ln^2 u}{u^2+u+1}\,du+\int_0^\infty\frac{(u+1)\ln^3 u}{u^3-1}\,du+\frac{\pi}{3\sqrt{3}}\int_0^\infty \frac{\ln^2 u}{u^2+u+1}\,du\\
&=\int_0^\infty\frac{(u+1)\ln^3 u}{u^3-1}\,du+\frac{4\pi}{3\sqrt{3}}\int_0^\infty \frac{\ln^2 u}{u^2+u+1}\,du
\end{align}
Consider,
\begin{align}L&=\int_0^\infty \frac{\ln^2 x}{x^2+x+1}\,dx\end{align}
\begin{align}M&=\int_0^\infty\int_0^\infty \frac{\ln^2(xy)}{(x^2+x+1)(y^2+y+1)}\,dx\,dy\\
&=2L\int_0^\infty \frac{\ln x}{x^2+x+1}\,dx\\
&=2L\left[\frac{2}{\sqrt{3}}\arctan\left(\frac{2x+1}{\sqrt{3}}\right)\right]_0^\infty\\
&=2L\left(\frac{\pi}{\sqrt{3}}-\frac{\pi}{3\sqrt{3}}\right)\\
&=\frac{4\pi}{3\sqrt{3}}L
\end{align}
On the other hand, perfom the change of variable $u=yx$,
\begin{align}M&=\int_0^\infty \int_0^\infty\frac{y\ln^2 u}{(u^2+uy+y^2)(y^2+y+1)}\,du\,dy\\
&=\int_0^\infty \left[\frac{(u+1)\ln\left(\frac{y^2+y+1}{y^2+uy+u^2}\right)}{2(u^3-1)}-\frac{\arctan\left(\frac{2y+u}{\sqrt{3}u}\right)+\arctan\left(\frac{2y+1}{\sqrt{3}}\right)}{\sqrt{3}(u^2+u+1)}\right]_{y=0}^{y=\infty}\ln^2 u\,du\\
&=-\frac{\pi}{\sqrt{3}}\int_0^\infty \frac{\ln^2 u}{u^2+u+1}\,du+\int_0^\infty\frac{(u+1)\ln^3 u}{u^3-1}\,du+\frac{\pi}{3\sqrt{3}}\int_0^\infty \frac{\ln^2 u}{u^2+u+1}\,du\\
&=\int_0^\infty\frac{(u+1)\ln^3 u}{u^3-1}\,du-\frac{2\pi}{3\sqrt{3}}\int_0^\infty \frac{\ln^2 u}{u^2+u+1}\,du\\
&=\int_0^\infty\frac{(u+1)\ln^3 u}{u^3-1}\,du-\frac{2\pi}{3\sqrt{3}}L
\end{align}
Therefore,
\begin{align}L&=\frac{\sqrt{3}}{2\pi}\int_0^\infty \frac{(u+1)\ln^3 u}{u^3-1}\,du\end{align}
Therefore,
\begin{align}K&=\int_0^\infty\frac{(u+1)\ln^3 u}{u^3-1}\,du+\frac{4\pi}{3\sqrt{3}}\times \frac{\sqrt{3}}{2\pi}\int_0^\infty \frac{(u+1)\ln^3 u}{u^3-1}\,du\\
&=\frac{5}{3}\int_0^\infty\frac{(u+1)\ln^3 u}{u^3-1}\,du
\end{align}
Thus,
\begin{align}J&=\frac{\sqrt{3}}{16\pi}\times\frac{5}{3}\int_0^\infty\frac{(u+1)\ln^3 u}{u^3-1}\,du\\
&=\frac{5\sqrt{3}}{16\pi}\int_0^\infty\frac{(u+1)\ln^3 u}{u^3-1}\,du\\
&=\frac{5\sqrt{3}}{8\pi}\int_0^1\frac{(u+1)\ln^3 u}{u^3-1}\,du\\
&=\frac{5\sqrt{3}}{8\pi}\left(\int_0^1\frac{\ln^3 u}{u-1}\,du-\int_0^1\frac{u^2\ln^3 u}{u^3-1}\,du\right)\\
\end{align}
In the latter integral perform the change of variable $y=u^3$,
\begin{align}J&=\frac{5\sqrt{3}}{8\pi}\left(1-\frac{1}{3^4}\right)\int_0^1\frac{\ln^3 u}{u-1}\,du\\
&=\frac{50\sqrt{3}}{81\pi}\int_0^1\frac{\ln^3 u}{u-1}\,du\\
&=-\frac{50\sqrt{3}}{81\pi}\int_0^1 \left(\sum_{n=0}^\infty u^n\right)\ln^3 u\,du\\
&=-\frac{50\sqrt{3}}{81\pi}\sum_{n=0}^\infty\left(\int_0^1 u^n\ln^3 u\,du\right)\\
&=-\frac{50\sqrt{3}}{81\pi}\times -6\sum_{n=0}^\infty \frac{1}{(n+1)^4}\\
&=\frac{100\sqrt{3}}{27\pi}\zeta(4)
\end{align}
If you know that,
\begin{align}\zeta(4)=\frac{\pi^4}{90}\end{align}
Therefore,
\begin{align}J&=\frac{100\sqrt{3}}{27\pi}\times \frac{\pi^4}{90}\\
&=\boxed{\frac{10\sqrt{3}}{243}\pi^3}
\end{align}