In a bizarre turn of events, the 19-year-old home hope was given a bye in the seven-woman draw, propelling her straight into the semi-finals.
That meant a certain bronze, even though she was beaten on a split-points decision by former skull-fracture victim Lisa Whiteside of England.
With the bout over three rounds, each three minutes long, Robertson's Games lasted just nine minutes.
A disconsolate Robertson said she took no satisfaction from winning bronze and felt she did enough to beat Whiteside, who was the aggressor throughout.
"She came forward strong, I didn't think she landed the cleaner shots," said Robertson. Asked by AFP if it felt an unsatisfying bronze, she replied: "Yeah, it does. I came here for gold."
And could she take anything out of her nine-minute cameo at the Games on Australia's Gold Coast? "No, nothing. I didn't come here for bronze," she answered.
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