General Brazilian
principiantes, novatos, calouros
Common in both formal and informal contexts
Rio de Janeiro
moleques novatos, calouros
Often used with colloquial tone
São Paulo
principiantes, novatos, inexperientes
Standard usage, more formal
Portugal
novatos, caloiros, inexperientes
Portuguese spelling uses 'caloiro' instead of 'calouro'