Youssef Mohamad: 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
   Shraddha Das
   81.7%

   z 4.16
2. 2
   Jordan Alexander
   81.5%

   z 4.14
3. 3
   Poonam Bajwa
   81.5%

   z 4.14
4. 4
   Alia Bhatt
   81%

   z 4.10
5. 5
   Alaya F
   80%

   z 4.02
6. 6
   Disha Patani
   73.4%

   z 3.94
7. 7
   Arjun Tendulkar
   67.8%

   z 3.88
8. 8
   Barbora Bobulová
   65.2%

   z 3.86
9. 9
   Leïla Bekhti
   58%

   z 3.78
10. 10
    Thiago Martins
    57.6%

    z 3.77
11. 11
    Jaina Lee Ortiz
    54.5%

    z 3.74
12. 12
    Vijay Deverakonda
    48%

    z 3.66
13. 13
    Marley Shelton
    47.8%

    z 3.65
14. 14
    Tamino
    47.6%

    z 3.64
15. 15
    Mannara
    46.8%

    z 3.59
16. 16
    Hakeem Jeffries
    46.7%

    z 3.58
17. 17
    Paola Cortellesi
    46.3%

    z 3.56
18. 18
    Brandon Wardell
    44.5%

    z 3.44
19. 19
    Matilda Lutz
    44.5%

    z 3.44
20. 20
    Adriana Ugarte
    44.5%

    z 3.44
21. 21
    Charmy Kaur
    44.3%

    z 3.43
22. 22
    Alex Cord
    44.2%

    z 3.42
23. 23
    Sanjana Sanghi
    43.9%

    z 3.40
24. 24
    Dionne Warwick
    43.8%

    z 3.39
25. 25
    Tereza Brodská
    43.5%

    z 3.37
26. 26
    Ayad Akhtar
    43.3%

    z 3.36
27. 27
    Aditi Arya
    43.2%

    z 3.36
28. 28
    Shree Charani
    42.4%

    z 3.30
29. 29
    Jackie O
    42.2%

    z 3.29
30. 30
    Kaitlin Olson
    42.2%

    z 3.29
31. 31
    Stella Stevens
    42.1%

    z 3.28
32. 32
    Arly Jover
    41.9%

    z 3.27
33. 33
    Liraz Charhi
    41.8%

    z 3.27
34. 34
    Asha Saini
    41.8%

    z 3.27
35. 35
    Taapsee Pannu
    41%

    z 3.21
36. 36
    Regina Cassandra
    41%

    z 3.21
37. 37
    Jaime Winstone
    40.9%

    z 3.21
38. 38
    Pulkit Samrat
    40.9%

    z 3.21
39. 39
    Andy Milonakis
    40.7%

    z 3.19
40. 40
    Isha Talwar
    40.5%

    z 3.18
41. 41
    Alicia Vikander
    40.5%

    z 3.18
42. 42
    Vera Kholodnaya
    40.5%

    z 3.18
43. 43
    Mehdi Nt
    40.3%

    z 3.17
44. 44
    Keisha Castle-Hughes
    40.3%

    z 3.17
45. 45
    Minnie Riperton
    40.1%

    z 3.15
46. 46
    Gerard Martín
    39.8%

    z 3.14
47. 47
    Nidhhi Agerwal
    39.7%

    z 3.13
48. 48
    Christy Hemme
    39.7%

    z 3.13
49. 49
    Anju Mahendru
    39.6%

    z 3.12
50. 50
    Marika Rökk
    39.4%

    z 3.11