diff --git a/atom_batch_execution/scripts/batch_execution b/atom_batch_execution/scripts/batch_execution
index 4fe7637f..43ebe7d3 100755
--- a/atom_batch_execution/scripts/batch_execution
+++ b/atom_batch_execution/scripts/batch_execution
@@ -76,13 +76,7 @@ def main():
         file_content = f.read()
         data = yaml.safe_load(file_content)
 
-    # Load dataset
-    # If the corrected exists, the cross validator class divider will work slightly better.
-    expanded_dataset_file_path = os.path.expandvars(data['dataset_path'] + '/dataset_corrected.json')
-    if os.path.isfile(expanded_dataset_file_path):
-        dataset = loadJSONFile(data['dataset_path'] + '/dataset_corrected.json')
-    else:
-        dataset = loadJSONFile(data['dataset_path'] + '/dataset.json')
+    dataset = loadJSONFile(data['dataset_path'])
 
     collections_to_remove = data['collections_to_remove']
 
diff --git a/atom_core/src/atom_core/dataset_io.py b/atom_core/src/atom_core/dataset_io.py
index 9dd5610f..206c7d3f 100644
--- a/atom_core/src/atom_core/dataset_io.py
+++ b/atom_core/src/atom_core/dataset_io.py
@@ -558,7 +558,9 @@ def filterSensorsFromDataset(dataset, args):
     return dataset
 
 def deleteCollectionFromDataset(dataset,collection_number):
-
+    # Use the filterCollectionsFromDataset instead. Check #948.
+    # Leaving this function here for potential future use only.
+ 
     # Converting int 90 to '090'
     collection_key = generateCollectionKey(collection_number)
     print(f'Deleting {collection_key}')