Because science is about objective, provable fact following a known and public method. An organization can say their findings are reproducible, but reproducibility is more than just getting the same results every time the same lab runs the same PCR on the same machine. To be truly reproducible your results need to be able to be replicated by anyone with appropriate materials and equipment.
What you are describing is research, not science. It’s not that research is bad, but that science is a philosophical adherence to a method as much as it is that method itself.
The tobacco companies conducted research when they realized smoking caused cancer and hid those findings from others. That’s not science even if their internal researchers were consistent with each other.
No need to apologize haha! You were giving good advice and didn’t do anything funny. It’s just tech names that are funny. I appreciate your attitude fwiw and your English is better than mine, so it not being your first language is not apparent at all
There isn’t necessarily a problem but it is definitely circumventing at least the spirit if not the letter of the law by not allowing data subjects to provide fully informed consent.
Legally obfuscation can be anonymization depending on how it’s done
Depending on the data structures there are many methods to anonymize without supervision. None of them are perfect but the don’t have to be - just legally defensible.
Because science is about objective, provable fact following a known and public method. An organization can say their findings are reproducible, but reproducibility is more than just getting the same results every time the same lab runs the same PCR on the same machine. To be truly reproducible your results need to be able to be replicated by anyone with appropriate materials and equipment.
What you are describing is research, not science. It’s not that research is bad, but that science is a philosophical adherence to a method as much as it is that method itself.
The tobacco companies conducted research when they realized smoking caused cancer and hid those findings from others. That’s not science even if their internal researchers were consistent with each other.