What does it mean when my Pokemon has a exclamation mark over them during battle?

Sometimes when I'm in battle, an exclamation mark appears over my the Pokemon in my team:

I see it most frequently during the final boss fight of level 10-5, against the three Dodrios.

What does this marker indicate?

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