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This and also because she's in a fairly important position despite the rank not being very high. Trying to marry her might come off as climbing ranks and this has never fared well in history. At least that's how it works in chinese history, but I'm not 100% sure if this applies to the japanese as well

How is there no long queue of suitors knocking on shizuko's door?