Turn on the Teacher-Only section group in your Class Notebook to keep lesson plans, behavior charts, or other materials private to you and your co-teachers. Once you create a Teacher-Only section group, it becomes a permanent part of your notebook.
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Sign in to Office.com with the log-in provided by your school.
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Select Class Notebook, then Manage notebooks in the Class Notebook Wizard.
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Select the notebook you’d like to modify, and then select Enable Teacher-Only section group.
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Return to your notebook in OneNote. You're all set to add content that only teachers and co-teachers of your class can see.
Source: Microsoft