Put a Thumb on the Scale

What does the idiom “put a thumb on the scale” mean?

Definition: try to influence a discussion in an unfair way, cheat

Example: City leaders put a thumb on the scale during discussion of the new stadium, never mentioning the alternative side favored by community activists.