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Being that all of these pages with different IDs will be pointing to the same content using different URLs, could this hurt my site's rankings?
If there are dublicate pages, Google normally will remove all of them except for one from the index. Sometimes Google know that these pages are the same and merge them. However, this doesn't work always and take time.