How did you setup the transfer price ? Site wise?(By selecting site or from ware house etc…)
I think there is an issue, if you select the site then you may also need to have the from/to warehouse.
Try with different combinations.
If item have dimensions then you need to specify all dimension there and specify the site which you want to transfer the item left all fields as it is default.