After tons of googling, I came across what works for me in Firefox and which is so simple (elegant, maybe?) as to be almost laughable. Here it is:
>>> from selenium import webdriver
>>> driver = webdriver.Firefox()
>>> driver.execute_script("window.open('');") <--- JAVASCRIPT!