A female parent is a mother. That's what their children call them, not "parent", with allowances for foster children and older adopted kids calling them by their first name.
I don't think calling a parent 'mother' is something children do by themselves. They call them however they end up calling them, or whatever their parents teach them. Also certainly not 'mother', rather 'mum', 'mom'... and the Turkish children say anne.