The model perception (Figure ), visualized as UMAP projection (see Methods for details) of latent representation from the 1D CNN model. There are two regions of very high artifact probability that were sampled through the three rounds of expert annotation (Figure ). Unlike normal experimental cases (Figure ), Figure illustrate varying levels of uncertainty in trace annotation. These traces fall between "clean" samples and those clearly containing air bubbles.. As annotation progressed