The story
From the color traditionally associated with adultery, combined with the word collar in imitation of similar constructs such as blue-collar and white-collar.
Etymology from Wiktionary, CC BY-SA 4.0.
scarlet-collar
Today it means: Of or pertaining to female entrepreneurs in the Internet sex industry. Full definition →