Flag as preliminary: retraining on cleaned socrateach-sft (incorrect-math dialogues removed)

Pin training data to socrateach-sft v1 (math errata note)

Impl-3 7B LoRA adapters: vanilla SFT control + 6 KL-reweighted variants