In other words, is the difference between scores of 0.7 and 0.8 the same as the difference between scores of 0.5 and 0.6? Or is the 0.1 difference meaningless, not a measure of anything?
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My guess: it's an ordinal data and it depends on the type of query
Have a look at the theory behind relevance: https://www.elastic.co/guide/en/elasticsearch/guide/current/scoring-theory.html

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I am working on that guess as well, but I'd like to find out for certain. – Ollie Glass Dec 01 '15 at 15:37
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Also, scores are normalized per query. So if you were planning to compare scores across queries, read this first: http://wiki.apache.org/lucene-java/ScoresAsPercentages – Peter Dixon-Moses Dec 07 '15 at 18:50