Re-autoresearching MSMARCO BM25, on Vespa

Reproduces Doug Turnbull’s MSMARCO autoresearch experiment using Vespa’s built-in rank features, achieving comparable MRR@10 lift to hand-written code but with better generalization to the full MSMARCO dataset.