i leave the water 25% down on my tank, i only have evaporation plates on my tank like you, and they never jump out . you could try putting some heavy books on there or something. you should de-chlorinate the water before it goes in, i fill up 2 25 litre tubs and leave it for a couple days before tipping it in.