Systems and methods for generating a score for use in automated processing of correction submissions are presented. In one embodiment, a submission value from a correction submission obtained from a submitter is obtained. The submission value corresponds to a proposed correction of an attribute of an item, the item having a plurality of attributes that describe the item, and the submission value corresponds to one of the plurality of attributes of the item. The current attribute value of the item that corresponds to the submission value is obtained. A first set of characterization values is generated for the submission value according to a first set of criteria. A second set of characterization values for the current attribute value is generated according to a second set of criteria. Using the first and second sets of characterization values, a score is generated for the correction submission. The score is stored in a data store in association with the correction submission.