Defined roles
Data operations maintain licensed fixtures, scores and entity records. The writing agent may use only a persisted fact pack.
Independent facts, policy, bilingual and editorial agents review without seeing one another's votes. Facts, policy and bilingual reviewers hold hard vetoes.
Publication authority
A deterministic rule engine publishes only after freshness, factual integrity, duplication and arbitration gates pass. Provider failure, disagreement or unsupported claims enter the protected exception queue.
Prediction probabilities additionally remain blocked until the independent backtest reports public readiness.
Public identity
Until named contributors are formally appointed, Shensuan Sports accepts organizational responsibility for published content. We do not invent individual bylines, and correction or withdrawal actions remain auditable.