Clarify continual learning results

[GuZZ1119]

Summary

• replace pre-masking held-out forgetting with masking-corrected validation comparisons
• separate frozen held-out final retention from forgetting analysis
• explain the scratch continual-learning negative result using joint-training controls and peak-to-final forgetting semantics
• document the pretrained replay memory-size comparison

Validation

• git diff --check