I've just seen this, and as far as I'm aware, you only see stars for common all-letter words.
I've just found the common all-letter word in today's 7-by-many, along with a rare word fitting the puzzle, and I only have one star next to my name in the scoreboard.
Remind me to check if the same is true for the regular Chi puzzles!