
global pct
18.0
Book · 2017
Better Dads, Stronger Sons: How Fathers Can Guide Boys to Become Men of Character (Perfect for First Time Dads, a New Father to Be, and Father's Day Gifts)
Scored from 5 calibrated reviewers, each re-centered on their own rating baseline before the book is ranked. Cohort: 2010s books (1,613 books).
18.0%
Global percentile
vs. all 5,285 ranked books
17.8%
In-cohort percentile
2010s books · 1,613 books
14.9%
AI-adjusted percentile
5 calibrated reviewers, thin samples pulled to the mean
How the score was built
We compare the reviewers of this book against every other book those same people reviewed. Each rating is scored relative to the reviewer's own baseline, so a reader who gives everything five stars is measured against their own five-star habit rather than against a stranger's. Every reviewer then counts the same, so the result is a calibrated consensus rather than a star average.
- Global percentile
- Where Better Dads, Stronger Sons: How Fathers Can Guide Boys to Become Men of Character (Perfect for First Time Dads, a New Father to Be, and Father's Day Gifts) lands against every book we rank.
- In-cohort percentile
- The same comparison narrowed to its cohort — books published in the same decade, so a Victorian novel is judged against Victorian novels rather than against this year's releases. Ranked against 2010s books (1,613 books).
- AI-adjusted percentile
- The same reviewer-normalized score, corrected for how much confidence the sample supports: thin samples are pulled toward the corpus average. Each book keeps the share n / (n + 53) of its measured distance from the average, where n is its calibrated-reviewer count, and the result is ranked on the same scale as the global percentile.53 is the median sample size across everything we rank. Here n is 5.
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