If a second drive is present when you initially install windows, a hidden recovery partition will be placed on the second drive.
You can no longer boot without that second drive installed.
You likely need to reformat your hard drive to do a clean os install on the new pc..
Take this as an opportunity to convert to a ssd for the "C" drive. You will not regret it.