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train.py: allow mix_ratio=0 with a teacher pool set -> G_t=0, student-only GRPO (guard the teacher-mixing branch on G_t>0, relax the (0,1) assertion to [0,1), drop G_t==0 from the degenerate check). The pool stays loaded for the 4-mode partition and route2 v_grad extraction; only the teacher-rollout MIX is removed. Smoke (mix=0 + normal mix=0.5 + vanilla) all green. Also: fill A4 long-run figure (fig:longrun) in main.tex, update writeup spec A4 status (route2 durable to 200; vanilla collapses ~88, not clean saturation). Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>