Film · 2003 · Films · 2000s
The Battle of Shaker Heights
Two parallel scores from 17 z-qualifying reviewers and 19 raw-average reviewers. Cohort: Films · 2000s (7,847 peers).
Z-normalized corrects for reviewer bias (every reviewer re-centered onto their personal scale). Raw average uses simple mean across the broader pool including stddev=0 reviewers. The 22-point gap is the rating-inflation signature for this title — the casual crowd liked it more than discriminating reviewers (a classic inflation pattern).
Where this title sits
Z-normalized percentile · 7,847 peers in Films · 2000s
| Mean reviewer z-score | -0.394 |
|---|---|
| DB1 raw-mean rating | 6.00 /10 |
| DB2 raw-mean rating | 6.42 /10 |
| 90% CI-floor (z) | -0.793 |
| Reviewers (DB1 / DB2) | 17 / 19 |
Summary
Plot summary pending — enrichment is running across all 52,376 titles in the catalog.
Pipeline applied to this title
The math, in this order
17 stddev>0 reviewers re-centered onto personal z-scale.
Mean z = -0.394. DB2 raw mean = 6.42.
90% CI-floor = -0.793. Thin samples penalized.
Global 20.6 / cohort 22.3. Z-track and raw-track ranked separately.
Cohort: Films · 2000s
