From the main calendar screen in OurCal:

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1. In the top left, tap the OurCal logo
2. Tap "Calendars"
3. Tap the info icon next to the calendar
4. Tap the “Event Alerts” toggle to turn off Event Alerts for this calendar
5. Tap “Done”