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Clothing, Shoes & Jewelry

Jessica Simpson Women's Sofiah Kitten Heel Sandal

Clothing, Shoes & Jewelry4.3· 36 Amazon ratings

Bias-adjusted across 36 Amazon ratings, Bayesian-shrunk to the category prior so the headline score reflects relative quality — not a raw star average. Cohort: Clothing, Shoes & Jewelry.

41.3%
Percentile · Global
53.5%
Percentile · Cohort
Clothing, Shoes & Jewelry
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Jessica Simpson Women's Sofiah Kitten Heel Sandal

How the score was built

Amazon ratings
36

used for the Bayesian percentile

Raw star average
4.3 / 5

unadjusted Amazon mean

Bayesian avg
4.29

raw rating shrunk to the category prior

Reviewer-graph z
-0.707

bias-corrected vs. each reviewer's baseline (0 qualifying)

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