Narrow misalignment judge: LoRA + 1-dim regression head. The only judge of six tested in the companion post with significant ICEBERG discrimination of misaligned-tuned vs secure-tuned Gemma-3-12B-it responses (Cohen's d=0.29, p=0.016).
Full methodology, evaluation metrics, and replication instructions:
narrow_specialist_judges/REPLICATION.md
Training data derived from Betley et al. (2025)
"Model organisms for emergent misalignment".