Yep - your oven needs a new thermocouple....this is a device that the oven flame plays onto, and it sends a signal to the gas valve to keep the gas flowing once its lit. Its a safety device that shuts the gas off should the oven blow out. Time to call out a registered fitter, I'm afraid.
John, June 2008