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On paper
Expectation vs. Reality
Used when something might seem good theoretically, but may not work practically. 
Skepticism
Implies that while an idea or plan looks promising, one remains unconvinced until seeing actual results. 
Not Literal
The phrase doesn't refer to physical paper, but to the concept or plan being discussed. 