AWhat changed
Provides reproducible retrieve-and-cite generation evaluation across fluency, answer correctness and citation quality using fixed corpora and NLI-based citation support checks.
Scientific scope
Provides reproducible retrieve-and-cite generation evaluation across fluency, answer correctness and citation quality using fixed corpora and NLI-based citation support checks. Citation support is source-relative and classifier-dependent, not universal truth. Correctness proxies differ by dataset; citation precision permits redundant complete supports and can penalize overlapping partial supports. No invention of all citation-augmented generation.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Citation support is source-relative and classifier-dependent, not universal truth. Correctness proxies differ by dataset; citation precision permits redundant complete supports and can penalize overlapping partial supports. No invention of all citation-augmented generation.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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