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Problem with physics

I have a simple setup with 2 objects and a sphere. After pressing a button the sphere starts simulating physics and starts rolling down both objects. If you press the button again the sphere resets.
Now to the problem:
The first time simulating physics the sphere while rolling from one object onto the other either collides in thin air or slightly changes direction but if you simulate again everything works just fine.
Why is that?