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Interesting. My approach to this problem has been to give grade forecasts. A forecast has a short narrative of progress so far, a prediction of what grade is likely if things continue as they are going, and advice on how to improve or continue to do well.

Unlike conferences, I can do forecasts every few weeks, even with a large class. I can avoid any grading on submissions and just give feedback.