I've found aluminum foil across the screen works really well for holding in humidity. It's also got the advantage of not being a fire hazard if it winds up slipping and coming in contact with a hot lamp.

Keep in mind, the most important place for the humidity to be high isn't where your thermometer is, it's inside the hide he's staying in. You can't easily measure there, but just make sure to mist around the hide.