Gemma 4 score LoRA — 5-fold cross-validation
Each fold_N directory contains the best validation checkpoint for one fold.
The adapter and score_head.pt must be loaded together. Aggregate validation
metrics are stored in cross_validation_summary.json after all folds finish.
