Logical frameworks are successful in modeling proof systems. Recently, CoLF extended the logical framework LF to support higher-order rational terms that enable adequate encoding of circular objects and derivations. In this paper, we propose CoLF$^\omega$ as an alternative interpretation of CoLF-style signatures where terms are taken to be all possibly infinitary terms that are consistent with a given signature. In particular, we propose the notion of productive B\"ohm trees, a particular kind of typed $\bot$-free B\"ohm trees that are closed under hereditary substitution. We show that the productive B\"ohm trees are capable of meta-encoding their own structure. Overall, we hope to establish CoLF$^\omega$ as a new formal framework for the encoding of infinitary regular and non-regular structures.
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