ArduinoISP Arduino uno & blank atmega8 bootloader burn trouble

mysteredding:
is that for the chip being bootloaded(blank chip)?

Yes, that's for the target chip. It only asks that for an Atmega328P. One answer gives you an 8 MHz internal oscillator bootloader, the other one gives you the 16 MHz bootloader.