Test
Forecast against measured pKa
Read the plot, not a claim. R² and leave-one-out error update for the selected family and descriptor. Hollow points are cases declared outside the π-only model.
Use misses. A systematic miss tells us which omitted interaction is worth testing next.
All values as a table
Model, equations & limits
π density is evaluated from the Löwdin-orthogonalized Hückel density matrix. Atomic and interference terms sum to the same total electron count.
The lightweight model omits explicit solvent and much σ-inductive physics. Full assumptions, validation and references are kept in π-density docs and pKa validation.