In orthonormal Cartesian coordinates, a second-rank tensor has components transforming under a change of axes as , where . Its contraction is invariant:
Thus is a scalar. This is tensor contraction with the Euclidean metric. In general nonorthonormal coordinates the invariant expression is , not an unweighted sum of diagonal covariant components.
For the planar plate, every mass element has . The inertia tensor is consequently
It follows directly that is an eigenvector and
The real symmetric matrix has three real eigenvalues. Its trace is , so . Hence the perpendicular axis theorem gives .
For a disc of constant areal density , symmetry gives , and polar integration gives . Therefore
where the scalar in the last expression denotes the total mass rather than the tensor.

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