Pure scoring

Scoring & Explainability

The scoring function does not read job text. It receives structured requirements and computes a number.

Boundary: the pipeline answers what the vacancy requires and how the candidate matches. The scoring function answers: given those answers, what is the score?

Input to scoring

  • canonical capability or domain
  • match status
  • importance
  • polarity
  • conditional flag
  • excluded-from-score flag

User explanation

  • why it matches
  • why not higher
  • which gaps are real
  • which gaps are unknown
  • which questions can move the score