You can continue to set up your document boost field (e.g. a numeric field
named "boost") with a document boost value, and use function score to use
it as a boost factor. That is, a function score script knows how to boost
correctly:

http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/query-dsl-function-score-query.html#_boost_factor

Jörg

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