right yeah there's some there's some bias of some sort in the labeling process the annotation process then definitely that could mean that the the samples in your unlabeled set are valid but but just not being included for one reason or another so I think yeah those kind of cases are really good candidates for for this kind of work any other thoughts or questions in case of a supervisor provide sort of clustering job and using the sort of the model only on the label to maybe if you have to do a job I'm very nervous very rare that said could you