The set screw does stick out past the smaller diameter part of the gear. However, when you mount the gear, did you measure the 14mm distance from the motor face, or from the white plastic plate?

I checked mine. The gear engages only with the larger diameter portion of it. If measured from the white plastic motor mount, it looks like the gear would engage with the smaler portion and the set screw.