Sadia Ayman: 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
   D Osama
   83.2%

   z 4.28
2. 2
   Tanvi Azmi
   80.9%

   z 4.09
3. 3
   Pooja Kumar
   78.5%

   z 4.00
4. 4
   Alia Bhatt
   77.3%

   z 3.99
5. 5
   Jhumpa Lahiri
   72.6%

   z 3.94
6. 6
   Nakul Shourie
   69.6%

   z 3.90
7. 7
   Denzel Washington
   65.8%

   z 3.86
8. 8
   Amritha Aiyer
   61.8%

   z 3.82
9. 9
   Bill Richardson
   56.2%

   z 3.76
10. 10
    Anushka Sen
    54.1%

    z 3.73
11. 11
    Araceli González
    53.4%

    z 3.73
12. 12
    Issa Kaboré
    48.4%

    z 3.67
13. 13
    Pooja Umashankar
    48%

    z 3.66
14. 14
    Cherry Ngan
    47.2%

    z 3.62
15. 15
    Niranjana Anoop
    46.9%

    z 3.60
16. 16
    Brahmanandam
    46.6%

    z 3.58
17. 17
    Vicky Dávila
    46.2%

    z 3.55
18. 18
    Jakob Cedergren
    45.8%

    z 3.53
19. 19
    Ali
    45.7%

    z 3.52
20. 20
    Lee Re
    45.5%

    z 3.50
21. 21
    David Hamilton
    45.1%

    z 3.48
22. 22
    Asuka
    45.1%

    z 3.48
23. 23
    Phoebe Bridgers
    44.9%

    z 3.46
24. 24
    Darnell Martin
    44.8%

    z 3.46
25. 25
    Kenji Wu
    44.8%

    z 3.46
26. 26
    Natalia Lafourcade
    44.6%

    z 3.44
27. 27
    Bina Rai
    44.6%

    z 3.44
28. 28
    Michelle Kwan
    44.2%

    z 3.42
29. 29
    Walter Salles
    44.2%

    z 3.42
30. 30
    Valorie Curry
    43.9%

    z 3.40
31. 31
    Charles Rogers
    43.5%

    z 3.38
32. 32
    Nitanshi Goel
    43.2%

    z 3.36
33. 33
    Bruno Mars
    43.2%

    z 3.36
34. 34
    Roy Andersson
    43%

    z 3.35
35. 35
    Kavya Thapar
    42.8%

    z 3.33
36. 36
    Karlie Redd
    42.8%

    z 3.33
37. 37
    Clara Lago
    42.7%

    z 3.32
38. 38
    Candace Owens
    42.3%

    z 3.30
39. 39
    Kim Tae-woo
    42.3%

    z 3.29
40. 40
    Kim Dong-hyuk
    42.2%

    z 3.29
41. 41
    Raqesh Vashisth
    42.1%

    z 3.28
42. 42
    Lou Llobell
    42%

    z 3.28
43. 43
    Salud Carbajal
    41.9%

    z 3.27
44. 44
    Runa Khan
    41.8%

    z 3.26
45. 45
    Julie Bowen
    41.6%

    z 3.25
46. 46
    Rodrigo Muniz
    41.5%

    z 3.24
47. 47
    Gao Tai-yu
    41.4%

    z 3.24
48. 48
    K. Vijaya Bhaskar
    41.3%

    z 3.23
49. 49
    Gracy Singh
    41.1%

    z 3.22
50. 50
    Alison Doody
    41.1%

    z 3.22