There's a solid scientific basis to subjective numerical scoring systems, what Daniel Kahneman referred to as "Intensity Matching" in his book "Thinking Fast and Slow".
From the book:
"An underlying scale of intensity allows matching across diverse dimensions.
If crimes were colors...
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