Solve — P × D × C × A

Four primitives in [0, 1]. One combined score. One frozen weight vector.

Primitive Question it answers Source
PPrecedential Fit
Does this case's holding apply to the question's facts? enriched node
DDoctrinal Distance
How far in the citation graph from the anchor? edges + BFS
CCourt Tier
SCOTUS > Circuit > District > State trial node.court
AAuthority / Recency
Still good law? Cited recently? Not overruled? edges + year
combined = wP·P + wD·D + wC·C + wA·A
posot/config/weights.yaml 🔒 mode 0444
# calibrated: 2026-05-21T03:18:39Z

pdca_weights:
  wD: 0.40   # Doctrinal Distance
  wP: 0.30   # Precedential Fit
  wA: 0.20   # Authority / Recency
  wC: 0.10   # Court Tier

calibration_method: provisional
held_out_doctrine:      "Procedural Due Process"test_doctrine_blind_to: "Dormant Commerce Clause"
Weights were calibrated on Procedural Due Process — a held-out doctrine the system will never be tested against — and frozen before the DCC subset was even extracted.