The difference
Social scoring reduces people to a generalised score that can be used across unrelated contexts. Collaborative risk intelligence does not do that.
It answers a specific compliance question for a specific purpose, using defined sources, clear status labels, and human review where decisions have legal or significant effect.
User contribution matters
The subject can contribute verified documents, correct errors, and add context. That changes the process from hidden judgement to shared evidence.
The design principle
No general score. No hidden ranking. No unexplained decision. The product should show what was checked, why it matters, what was found, and what the reviewer decided.