corpus (train split only): 548,202 words, 547,556 distinct 8-grams arm gens hit-rate mean-longest max ------------------------------------------------------------ base 240 0.00 0.0 8 ckpt225 240 0.12 1.0 10 ckpt300 240 0.12 1.0 10 ckpt450 240 0.12 1.1 11 ckpt900 240 0.22 1.9 11 ------------------------------------------------------------ HELD-OUT (never trained) 364 0.12 1.0 12 ^ the innocent-sample rate: real author text, same register, 112-word chunks. THIS is what a candidate is compared against -- not base-unadapted, whose zero partly measures `different register` rather than `did not memorise`. positive control (corpus slice vs corpus): longest = 160 (must be large, else the detector is blind)