The calibrated prediction layer for honest pre-fight reads.

Calibrated probabilities, volatility-aware reads, and bout-by-bout reasoning presented as analytical guidance rather than certainty theater.

Forecast coverage and confidence should be read as analytical guidance, not certainty. Some cards may be partially covered while refresh jobs complete.