Use factor maps when the question is a level, range, or distribution rather than a yes-or-no thesis.
Each factor carries a quintile distribution (p5, p25, p50, p75, p95) aggregated across four frontier models, with cross-model disagreement and a derived confidence label. Drivers explain how the distribution moves, not how it is generated. Forward-looking calibration is tracked alongside binary thesis map calibration on the methodology page once horizon resolutions accrue.