The last time the Black Caps played a Test series in the UAE, they drew 1-1 against Pakistan in 2014.
The Black Caps skipper added just one run to NZ's tally in today's series-levelling loss to Pakistan.
Taylor appeared to accuse spinner Mohammed Hafeez of throwing - an action that has seen him banned four times previously.
Taylor appeared to accuse spinner Mohammed Hafeez of throwing, sparking an angry response from Pakistan's captain and fans.
Pakistan have beaten the Black Caps by six wickets with two balls to spare to win the T20 series in the UAE.
Gilchrist is confident the team has already hit rock bottom and hopes the off-field dramas will help set Australian cricket in a positive direction.