We have a related feature request in progress to implement that feature into Team Calendars. I suggest you vote and make yourself a watcher of this request so that you will receive updates on any progress for this.
Also, there's a workaround to be able to see the creator of a calendar, which all steps are described here.
Please let us know should you have any questions. Thank you!
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