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For anyone who stumbles upon this later, the issue was these lines:

      scaleUpFactor: "1"
      scaleDownFactor: "1"

these are multipliers, not quantifiers. I thought this was specifying how many pods to add/subtract. My current number of replicas were being multiplied by 1, and thus not moving.

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Answer selected by whibbard-genies
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