Examples of pipeline outputs for two random galaxy spectra with successful redshift predictions (|Δz|< 0.003). Top panels: Input spectra (grey) with predicted line locations (dashed red lines) and expected spectral lines (light blue lines). The expected and predicted locations of the Hα line are marked with a red and green arrow, respectively. Middle panels: Saliency maps for redshift prediction, indicating the most influential wavelengths for the model predictions. Bottom panels: Predicted (blue) and actual (red) redshift PDFs, highlighting the accuracy of the redshift predictions.