historical correlations that no longer hold due to structural changes. 3. **Ignoring candidate-specific factors** that deviate from the partisan baseline. 4. **Applying the model outside its scope conditions** — too few polls, structural breaks, multi-candidate dynamics. 5. **Treating the model as c