Can Canadian passport holders apply for Shenzhen VOA?

Family of four, all Canadian passport holders, but only father has been issued a regular China visa from Wanchai China consulate before. The rest of the family has never been issued one or been to China. Can all of us just apply for VOA in Shenzhen?

Thanks