This is an extended version of the thesis presented to the Programa de P'os-Gradua\c{c}~ao em Matem'atica of the Departamento de Matem'atica, PUC-Rio, in September 2013, incorporating some suggestions from the examining commission. Random graphs (and more generally hypergraphs) have been extensively studied, including their first order logic. In this work we focus on certain specific aspects of this vast theory. We consider the binomial model of the random -uniform hypergraph on vertices, where each edge is present, independently of one another, with probability . We are particularly interested in the range , after the double jump and near connectivity. We prove several zero-one, and, more generally, convergence results and obtain combinatorial applications of some

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