I think the problem is with the HDD... bcoz, if its a heat problem, bluescreen-BSOD will probably not occur in most systems while booting, the system will simply hang or reboot.
"- chksk runs until computer shuts off (only gets to ~15%) "
does this always happens when its around ~15% ?
If...