Powershell ConvertTo-JSON missing nested level

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From Get-Help ConvertTo-JSON:

-Depth <Int32>
Specifies how many levels of contained objects are included in the JSON representation. The default value is 2.

Set your -Depth parameter whatever depth you need to preserve your data.

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