Hania Aamir: 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
   Monica Bedi
   83.9%

   z 4.33
2. 2
   Abigail Breslin
   83%

   z 4.26
3. 3
   Bella Poarch
   80.7%

   z 4.07
4. 4
   Cyrine Abdelnour
   80.2%

   z 4.03
5. 5
   Yuki Kimura
   75.5%

   z 3.97
6. 6
   Jessie Anderson
   71.3%

   z 3.92
7. 7
   Jang Seo-hui
   69.9%

   z 3.91
8. 8
   Sonakshi Sinha
   68.2%

   z 3.89
9. 9
   Nicholas Farrell
   64.8%

   z 3.85
10. 10
    Ferena Wazeir
    59.1%

    z 3.79
11. 11
    Kylian Mbappé
    58.9%

    z 3.79
12. 12
    Hande Erçel
    56.3%

    z 3.76
13. 13
    Alisa Urahama
    47%

    z 3.60
14. 14
    Dilraba Dilmurat
    47%

    z 3.60
15. 15
    Oh Yoon-ah
    46.7%

    z 3.58
16. 16
    Monika Linkytė
    45.2%

    z 3.49
17. 17
    Jang Yoon-ju
    45.2%

    z 3.48
18. 18
    Ariela Barer
    44.7%

    z 3.46
19. 19
    Paris Barclay
    44.7%

    z 3.45
20. 20
    Chou Tzuyu
    44.2%

    z 3.42
21. 21
    Ahtisa Manalo
    44%

    z 3.41
22. 22
    Kangana Ranaut
    44%

    z 3.41
23. 23
    Victoria Justice
    43.5%

    z 3.38
24. 24
    Aida Garifullina
    43.3%

    z 3.36
25. 25
    Go Shiina
    42.9%

    z 3.33
26. 26
    Birce Akalay
    42.8%

    z 3.33
27. 27
    Gina Hinojosa
    42.8%

    z 3.33
28. 28
    Lachlan Watson
    42.6%

    z 3.32
29. 29
    Keith Tkachuk
    42.5%

    z 3.31
30. 30
    Sara Khan
    42.5%

    z 3.31
31. 31
    Ross Taylor
    42.3%

    z 3.29
32. 32
    May Calamawy
    42.2%

    z 3.29
33. 33
    Audrey Tautou
    42%

    z 3.28
34. 34
    Tommy Lister Jr.
    41.9%

    z 3.27
35. 35
    Milana Vayntrub
    41.6%

    z 3.25
36. 36
    Zhang Yuge
    41.5%

    z 3.25
37. 37
    Melanie Peres
    41.5%

    z 3.25
38. 38
    Dustin Lance Black
    41.2%

    z 3.23
39. 39
    Fabienne Thibeault
    41.1%

    z 3.22
40. 40
    Peter Atencio
    41.1%

    z 3.22
41. 41
    Simonetta Stefanelli
    40.9%

    z 3.20
42. 42
    Timothy Greenfield-Sanders
    40.9%

    z 3.20
43. 43
    Haruka Tomatsu
    40.8%

    z 3.20
44. 44
    Shere Hite
    40.8%

    z 3.20
45. 45
    Nigella Lawson
    40.8%

    z 3.20
46. 46
    Yum Jung-ah
    40.6%

    z 3.19
47. 47
    Makoto Kadowaki
    40.6%

    z 3.19
48. 48
    Andre Braugher
    40.3%

    z 3.17
49. 49
    Xin Zhilei
    39.9%

    z 3.14
50. 50
    Namitha
    39.8%

    z 3.14