Category boosting raises the relevance scores of documents whose categories relate to the query. It treats category relationships as configurable scoring signals alongside text and other ranking features. section 3.2.2
Use it within a scoring function to influence ranking, while tuning its contribution against signals such as field, date, popularity, geospatial, phrase, and semantic relevance. section 3.2.2
