Why don't you use function score if you only want to tweak parameters?

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

Changing similarity is a massive change, it's exchanging the whole
algorithm. Not recommended unless you can't get what you want from function
score.

Jörg

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