I am pretty sure what I am looking for is pretty close to this calculation.


 tf(t in d) correlates to the term's frequency, defined as the number of
times term t appears in the currently scored document d. Documents that have
more occurrences of a given term receive a higher score. The default
computation for tf(t in d) in DefaultSimilarity is: 
 
tf(t in d)   =           frequency½


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