Edits to the documentation

Datasheet.md

@@ -92,7 +92,7 @@ No.
 
 ## Q16. Does the dataset contain data that, if viewed directly, might be offensive, insulting, threatening, or might otherwise cause anxiety?
 
-No. It may cause anxiety in surrogate modeling researchers who are chasing a submission deadline.
+No.
 
 ## Q17. Does the dataset identify any subpopulations?
 
@@ -193,7 +193,7 @@ No cleaning or normalization was applied at any stage to the data exported from
 
 ## Q34. Was the raw data saved in addition to the preprocessed/cleaned/labeled data?
 
-Partially. The raw COMTRADE files produced by PSCAD (out.dat, out.cfg, out.hdr) are not distributed as part of the public dataset; only the converted CSV outputs are included. Users who require access to the native PSCAD COMTRADE files for any purpose should contact the dataset maintainers.
+Partially. The raw COMTRADE files produced by PSCAD (out.dat, out.cfg, out.hdr) are not distributed as part of the public dataset; only the converted CSV outputs are included. PSCAD COMTRADE files were not included and processed into CSVs to avoid proprietary formats. Users who require access to the native PSCAD COMTRADE files for any purpose should contact the dataset maintainers. 
 
 ## Q35. Is the software used to preprocess/clean/label the data available?
 
@@ -282,7 +282,7 @@ No erratum exists at the time of initial release. If errors are identified after
 
 ## Q53. Will the dataset be updated? If so, how often, by whom, and how will updates be communicated?
 
-Unlikely.
+No major updates to the dataset are planned. If there is an update, the documentation and datacard on Huggingface will be updated by the maintainers and will reflect the changes made in the new version. 
 
 ## Q54. If the dataset relates to people, are there applicable limits on the retention of the data associated with the instances?
 
@@ -294,8 +294,8 @@ N/A
 
 ## Q56. If others want to extend, augment, build on, or contribute to the dataset, is there a mechanism for them to do so?
 
-Will be discussed upon publication.
+Given the proprietary nature of the simulation platform, there is no planned mechanism for community contributions to the dataset.
 
 ## Q57. Any other comments?
-
-This datasheet follows the framework proposed by Gebru et al. (2021): "Datasheets for Datasets," Communications of the ACM, 64(12), 86–92. https://doi.org/10.1145/3458723. The datasheet should be read in conjunction with the accompanying Hugging Face dataset card, which provides more detailed technical documentation of the dataset's scope, data pipeline, quality, and management. Together, these two documents are intended to provide dataset consumers with all the information needed to make informed decisions about using this dataset for their chosen tasks.
+- This datasheet has been anonymized due to the double-blind peer-review process. Once accepted, these details will be updated.
+- This datasheet follows the framework proposed by Gebru et al. (2021): "Datasheets for Datasets," Communications of the ACM, 64(12), 86–92. https://doi.org/10.1145/3458723. The datasheet should be read in conjunction with the accompanying Hugging Face dataset card, which provides more detailed technical documentation of the dataset's scope, data pipeline, quality, and management. Together, these two documents are intended to provide dataset consumers with all the information needed to make informed decisions about using this dataset for their chosen tasks.