Film · 2014 · Films · 2010s
Gulaab Gang
Two parallel scores from 23 z-qualifying reviewers and 24 raw-average reviewers. Cohort: Films · 2010s (13,059 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 16-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 · 13,059 peers in Films · 2010s
| Mean reviewer z-score | -0.202 |
|---|---|
| DB1 raw-mean rating | 6.52 /10 |
| DB2 raw-mean rating | 6.67 /10 |
| 90% CI-floor (z) | -0.545 |
| Reviewers (DB1 / DB2) | 23 / 24 |
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
23 stddev>0 reviewers re-centered onto personal z-scale.
Mean z = -0.202. DB2 raw mean = 6.67.
90% CI-floor = -0.545. Thin samples penalized.
Global 33.2 / cohort 39.1. Z-track and raw-track ranked separately.
Cohort: Films · 2010s
