Signal: board density
Count match candidates rather than tiles. A board with eight candidates behaves differently from one with two, and that difference is observable in the current frame, which makes it a legitimate read.
Noise: everything historical
Round history has no mechanical influence. If a claimed pattern requires memory the system does not have, it is noise. Keeping that line clean is most of what separates competent players from confident ones.
