In the final picture with the through measurement, the status bar indicates that only the factory calibration is loaded. That would tell me that your 2 port cal is not currently applied. Are you finishing all steps of the calibration, including saving the calibration file prior to making this measurement? Once your calibration is finished and applied, you should see your through measurement normalized.
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