Do you need to hide a product temporarily or just prevent people buying it with a message saying temporarily out of stock? Or do you want to prioritise the products on the page?
If you want to remove the quantity dropdown box, in the shopping setup area, go to display options, then you can change the quantity format to be a free text field. Then users can enter 0.5 or 0.75 or 21 as valid quantities.