Part of the issue: heat lamps zap humidity like no tomorrow. I use one, but I keep it on a rheostat and don't run it at full power.

I can't see your screen top, I have to emphasize covering the screen top partially(let some air flow be present), helps keep humidity in.
and more moss wouldn't hurt.