For an -categorical theory and model of we define a hierarchy of ranks, the -ranks for which only care about imaginary elements up to level $n$'', where level $n$ contains every element of $M$ and every imaginary element that is an equivalence class of an $\emptyset$-definable equivalence relation on $n$-tuples of elements from $M$. Using the $n$-rank we define the notion of $n$-independence. For all $n < ω$, the $n$-independence relation restricted to $M_n$ has all properties of an independence relation according to Kim and Pillay with the {\em possible exception} of the symmetry property. We prove that, given any $n < ω$, if $\mathcal{M} \models T$ and the algebraic closure in $\mathcal{M}^{\mathrm{eq}}$ restricted to imaginary elements up to level ’’ which have -rank 1 (over some set of parameters) satisfies the exchange property, then -independence is symmetric and hence an independence relation when restricted to . Then we show that if -independence is symmetric for all , then is rosy. An application of this is that if has weak elimination of imaginaries and the algebraic closure in restricted to elements of of 0-rank 1 (over some set of parameters from ) satisfies the exchange property, then is superrosy with finite U-thorn-rank.

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