Actually remembered back to when I was experimenting with transducers a bit ago. I was using both confidence and flatness interchangeably and got good results with both. I don’t remember what I ended up using for that video, but this could also maybe get fused into a macro-descriptor where both are combined (and weighted) to get at how “pure” or “pitchy” something is.