Phase 2.2-2.3: add doi to Paper, populate from S2 externalIds, integrate OpenAlex into retriever

Fix HF Spaces: tmp paths for cache and model, preload model at build

Phase 5: retriever agent, S2 keyword conversion, hybrid scoring, citation graph

Phase 3: retriever utils, hybrid scoring, DDG+S2 wrappers, disk cache