Neat opening, and I liked the confused Dr. bit. And the ending... I liked how the Doc just told Clara "I'm not your boyfriend", and then admits he wasn't implying she thought he was.
But that accent... no offence to Peter Capaldi, but he needs to learn to fake a Scottish accent better. Quick, someone call Mel Gibson! /jk