Barbie Imperial: raw computed results

The raw ranking from the production similarity calculation (face-embedding centroid cosine → gender-cohort z-normalization). The web-opinion crown, curation, and fusion re-rank are removed.

1. 1
   Yōko Fujiyama
   88.4%

   z 4.71
2. 2
   Nancy
   88.2%

   z 4.69
3. 3
   Kelsey Asbille
   87.7%

   z 4.64
4. 4
   Atsushi Nonaka
   87.3%

   z 4.61
5. 5
   Nattawin Wattanagitiphat
   87.2%

   z 4.60
6. 6
   Jennylyn Mercado
   86.8%

   z 4.57
7. 7
   Maricel Soriano
   84.9%

   z 4.42
8. 8
   Acha Septriasa
   84.1%

   z 4.35
9. 9
   Akemi Katsuki
   83.2%

   z 4.28
10. 10
    Disha Vakani
    82.1%

    z 4.19
11. 11
    Nadine Lustre
    81.1%

    z 4.10
12. 12
    Emmanuelle Chriqui
    80.5%

    z 4.06
13. 13
    Cristine Reyes
    80.2%

    z 4.03
14. 14
    Bea Alonzo
    74.8%

    z 3.96
15. 15
    Dan Inosanto
    66.5%

    z 3.87
16. 16
    Dominique Moceanu
    65.6%

    z 3.86
17. 17
    Dolores Heredia
    65%

    z 3.85
18. 18
    Yancy Butler
    63%

    z 3.83
19. 19
    Ramya Pandian
    62.5%

    z 3.83
20. 20
    Kaori Momoi
    58.3%

    z 3.78
21. 21
    Q'orianka Kilcher
    56.4%

    z 3.76
22. 22
    Jennifer Lopez
    55.7%

    z 3.75
23. 23
    Julie Anne San Jose
    53.6%

    z 3.73
24. 24
    Kaspar Capparoni
    48.4%

    z 3.67
25. 25
    Reeshma Nanaiah
    47.8%

    z 3.65
26. 26
    Andrea Meza
    47.5%

    z 3.63
27. 27
    King Lam
    46.2%

    z 3.55
28. 28
    Tilly Keeper
    46.1%

    z 3.55
29. 29
    Zhou Yun
    45.7%

    z 3.52
30. 30
    Alanna Masterson
    45.7%

    z 3.52
31. 31
    Kristine Hermosa
    45.2%

    z 3.49
32. 32
    Jun Amaki
    45.1%

    z 3.48
33. 33
    Élodie Yung
    44.9%

    z 3.47
34. 34
    Max Cheung
    44.8%

    z 3.46
35. 35
    Miu Shitao
    44.6%

    z 3.44
36. 36
    Carman Lee
    44.1%

    z 3.42
37. 37
    Ayako Suzukawa
    44%

    z 3.41
38. 38
    Kazuo Yana
    44%

    z 3.41
39. 39
    Huening Kai
    43.5%

    z 3.38
40. 40
    Lynn Redgrave
    43.2%

    z 3.36
41. 41
    Sōichirō Okuno
    43%

    z 3.34
42. 42
    Kim Eul-dong
    42.9%

    z 3.34
43. 43
    Alexander Kluge
    42.6%

    z 3.32
44. 44
    Lola Kirke
    42.5%

    z 3.31
45. 45
    Zaira Wasim
    42.2%

    z 3.29
46. 46
    Apoorva Arora
    42.1%

    z 3.29
47. 47
    Haruka Igawa
    42.1%

    z 3.28
48. 48
    Fukasaku Jesús
    42%

    z 3.28
49. 49
    Nanami Kameda
    41.8%

    z 3.26
50. 50
    Punya Elizabeth
    41.8%

    z 3.26