GSC shows "Duplicate pages, Google has selected a different canonical page." What's the most reliable way to handle this?

Help from the experts: I have multiple URLs for the same content (possibly with parameters, pagination, or case variations). I've set up canonical tags, but the duplicate content warning persists. What are the common reasons for this?

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