To "scarper" in Gaelic is to escape, and Behan runs off with some Dublin weirdos glorifying their past and dreaming their future.
Living as equals with equal freedom, the Borstal boys got along so well with their Oxford contemporaries that not a single one tried to "scarper" (run away).