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If your AWL is pulling scores wildly in the wrong direction and you have no idea why, check your configuration for problems. This is especially true if you use add-on rules or custom rules. If an errantly scored email got averaged into the AWL once, it can happen again, and tweaking the AWL is only going to provide a short-term solution to a greater problem.
(by MattKettler)