No, the oil will stay where it is, at dipstick level which is about 3" below that cover. That big screw cover is access to the 19 mm bolt on the end of the crank that holds the alternator rotor. Oil vapors and droplets will gush out this hole if open while engine runs so don't do that! The only reason to take that cover off is to turn the engine to adjust valves.
Karl