Citation Modeling Review. 2023Citation-grounded modeling links a prediction, retrieval result, or review-support signal to the documentary evidence that made it possible. In legal analytics, citation and phrase histories help represent precedent, judicial alignment, and panel behavior. In peer-review support, citation-grounded phrase profiles and structured review evidence help estimate agreement, expertise coverage, and uncertainty. In enterprise retrieval, semantic candidates must be joined