Under the consideration of the bandgap narrowing effect which is resulted from the heavily doping

we propose a new mathematic temperature model for the ionized fraction and the effective majority-carrier concentration.By using this calculative model

the current gain determined by the emission efficiency in silicon bipolar transistors is derived.The obtained results are in agreement with the experimental data.This provides a beneficial basis for the design of low temperature silicon devices.