Models where symmetries are predominantly broken (and masses then generated) through radiative corrections typically produce strong first-order phase transitions with a period of supercooling, when the temperature dropped by several orders magnitude. Here it is shown that model-independent description these phenomena and consequent production potentially observable gravitational waves possible ...