OK, so since this circuit doesn't have an adjustable bias we call that Cathode bias?
Or, is it cathode biased because the heater filaments are actually the cathode bias resistor?
With regular cathode bias, we normally have a large wattage resistor on the cathode of the output tube.
I also don't know why they call it fixed bias, when we use a pot to adjust the bias setting. ...
Cathode bias, because the grid is held at ground potential (through resistors to ground through which no appreciable current flows), and the cathode is elevated to some voltage above ground. The net result is the grid is negative of the cathode.
In fixed bias, we typically held the cathode at ground potential and apply some negative voltage to the grid. The net result is the grid is negative of the cathode (same as in cathode bias).
There are a lot of ways you can cathode bias. You might stack the cathode on a heater string to power the heaters from output tube cathode current (as here). For small tubes, you might use an LED between cathode & ground (the LED turns on at a particular forward voltage). Or you might simply insert a resistor between cathode & ground, using cathode current to define a voltage drop which biases the tube.
That last one is often called "self-bias" or maybe "automatic bias" because increased cathode current develops a bigger voltage drop, and the resulting bigger grid-to-cathode voltage difference tends to turn the tube more-off, lowering cathode current. So it's "self-adjusting". If a fault happened causing a big enough cathode current to burn the cathode resistor open, all cathode current would be stopped, so resistor-derived cathode bias is inherently safe and self-limiting.
By comparison, the typical fixed bias of an applied negative grid voltage is not self-adjusting based on tube current. If you set it wrong, or if there's a fault condition, it will cheerfully let your tubes melt (plus whatever other damage is caused). You might think of it as adjustable, if you have an adjustment pot, but many fixed-bias circuit don't have such a pot and at no time are you fiddling the pot continuously for every little current variation. So by comparison to resistor-derived cathode bias, it is "fixed".