arup-chauhan commented on PR #15708:
URL: https://github.com/apache/lucene/pull/15708#issuecomment-3943093798

   Hey @mccullocht @benwtrent 
   
   Thanks, this is super helpful context.
   
   I agree, the recall gains from increasing query bits alone may taper 
quickly, and that cross-bit-rate comparisons can get 
expensive/packing-dependent.
   
   In this PR, I only added metadata/API plumbing (no scoring behavior change 
yet), but your points are exactly the risks for follow-up use.
   
   I’m happy to keep this scoped as incremental plumbing and treat any 
query-bit-aware scoring work as a follow-up with some working evidence 
(benchmarks/recall + complexity tradeoffs), potentially behind internal 
strategy decisions, so users don’t need to tune low-level parameters directly.
   
   The minSimilarity-based early-elimination idea sounds very promising. 
Looking forward to the issue.
   


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