Green’s Dictionary of Slang

freshie n.3

1. (Aus. prison) a first-time inmate.

[Aus]G. Disher Kill Shot [ebook] ‘You’re a freshie here, right [...] Due for release by the end of the year?’.

2. see fresher n. (1)