22. The computer server-implemented method of claim 21 , wherein the pair-wise scoring further comprises: for each response of the plurality of responses to the return queries of the selected digital filter, using the one or more processors, determining a normalized distance between responses of the respondent and the co-respondent of the selected combination of respondent and co-respondent digital filters; and using the one or more processors, combining a plurality of normalized distance determinations for the plurality of responses to the return queries to form a normalized alignment score.
23. The computer server-implemented method of claim 22 , wherein the pair-wise scoring further comprises: using the one or more processors, differentially weighting the unmodified alignment score and normalized alignment score; and using the one or more processors, combining the differentially weighted unmodified alignment score and normalized alignment score to form the pair-wise alignment score.