Phase 2.5: wire reliability scorer into critic — edge reliability replaces mean-age STALE threshold

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

Phase 2: state schema, SQLite session memory, data dir