Riemannian metric tensor defined on (0,2)-tensors I'm interested in the intuition for the following calculation:
$|Ric_g|_g^2 = g^{ia}g^{jb}R_{ij}R_{ab}$,
where $R_{ij}$ are the components of the Ricci curvature tensor.  
Here's my thought process: Locally, we have
$|Ric_g|_g^2 = g(Ric_g,Ric_g) =  R_{ij}R_{ab} \hspace{2pt} g(dx^i\otimes dx^j,  dx^a\otimes dx^b),$
which suggests we define $(g(dx^i,dx^a)g(dx^j,dx^b) =) g^{ia}g^{jb} = g(dx^i\otimes dx^j, dx^a\otimes dx^b)$.  
I do not understand why, if this is correct, it is a natural way to define $g$ on two-tensors.   
As a follow up, how can this be used to extend $g$ to be evaluated on other types of tensors?
Thanks!
 A: Once we've fixed a metric $g$, we can write this as a total contraction
$$(A, B) \mapsto \operatorname{contr}(g^{-1} \otimes g^{-1} \otimes A \otimes B) ,$$ (here, $\operatorname{contr}$ just denotes the appropriate composition of trace operators) or in abstract index notation,
$$(A_{ab}, B_{cd}) \mapsto g^{ac} g^{bd} A_{ab} A_{cd} .$$ In both notations this map is manifestly coordinate-free and hence natural. (It's worth doing the exercise of showing that this really defines a fiber metric on the bundle $T^*M \otimes T^*M$. In particular, to show that is positive definitive, it is useful to expand in a local orthogonal frame.)
For a general tensor bundle, we can form a fiber metric in the same way, by using $g$ and $g^{-1}$ to pair corresponding indices. For example, on the bundle $\operatorname{End} TM = TM \otimes T^*M$ of endomorphisms of $TM$ we can define the fiber metric $$(C^a{}_b, D^c{}_d) \mapsto g_{ac} g^{bd} C^a{}_b D^c{}_d .$$ Obviously, this prescription specializes to the usual metric $g$ on $TM$ and the dual metric $g^{-1}$ on $T^*M$.
