fix: add scikit-learn==1.8.0, add clf debug logging

feat: vertical classifier — auto-detect vertical in /score

feat: swap backbone from CLIP to SigLIP 2 (google/siglip2-base-patch16-224)

fix: libglib2.0-0, remove stale curl file, processor passthrough, trim requirements

Slice 3: initial deploy