Screen Problem

Yes, that is celsius.

Would thermal paste fix the restarting problem then?

If you get some good quality thermal paste such as Arctic Silver and apply it correctly then the heat would probably be corrected. No CPU should ever be at 70C on idle and it is possible that heatsink isn't contacting your CPU correctly.
 
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