Yes, I think that's a bad thing. Once you discover a better/cheaper way of generating electrical energy, you can stop a coal plant (this is happening right now). You can't do that with a nuclear plant.

My understanding is that renewable energy is curently cheaper than that from new nuclear power stations.

Also if you stop fossil fuel power plants, there are still many other sources of atmospheric CO2 and methane.