Created scene looks different from default scene

I created a new project, added a sphere to the scene, it looks like this:

image link: http://ibb.co/hgHQTF

Then I created a new scene, also added a sphere, but it looks like this:

image link: http://ibb.co/jOPHav

It looks like the default scene has physically based shading or some global illumination enabled, but the created scene doesn't. I checked Directional Light, Main Camera properties, Window->Lighting->Settings, Edit->Project Settings->Graphics, just couldn't find the difference. But I found the .unity file of the two scenes are different.

What is the magic here ? How can I make the created scene look the same as the default scene ?