Shalini Pandey: 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
   Pooja Hegde
   93.7%

   z 5.53
2. 2
   Amrita Arora
   90.6%

   z 4.94
3. 3
   Carla Abellana
   89.8%

   z 4.81
4. 4
   Malina Weissman
   83.8%

   z 4.33
5. 5
   Aditi Sharma
   82.1%

   z 4.19
6. 6
   Rainbow Sun Francks
   81.8%

   z 4.16
7. 7
   Shweta Tiwari
   81.5%

   z 4.14
8. 8
   Anushka Shetty
   81%

   z 4.10
9. 9
   Tina Tamashiro
   80.4%

   z 4.05
10. 10
    Rena Hasegawa
    69.4%

    z 3.90
11. 11
    Sunil Dutt
    68.5%

    z 3.89
12. 12
    Radhika Madan
    68.2%

    z 3.89
13. 13
    Ni-Ki
    68.2%

    z 3.89
14. 14
    Charmy Kaur
    64.6%

    z 3.85
15. 15
    Ushna Shah
    59.7%

    z 3.79
16. 16
    Alia Bhatt
    55.7%

    z 3.75
17. 17
    Brad Thorn
    54.6%

    z 3.74
18. 18
    Fatima Sana Shaikh
    51.9%

    z 3.71
19. 19
    Rishi Kapoor
    49.4%

    z 3.68
20. 20
    Natasha Bharadwaj
    47.2%

    z 3.61
21. 21
    Xu Jiao
    46.8%

    z 3.59
22. 22
    Hrishitaa Bhatt
    46.6%

    z 3.58
23. 23
    Zaira Wasim
    46.2%

    z 3.55
24. 24
    Akshara Haasan
    45.9%

    z 3.53
25. 25
    James Caan
    45.8%

    z 3.52
26. 26
    Bea Alonzo
    45.6%

    z 3.51
27. 27
    Kimberlin Brown
    45.3%

    z 3.49
28. 28
    Erica Fernandes
    44.8%

    z 3.46
29. 29
    Nurgül Yeşilçay
    44.5%

    z 3.44
30. 30
    Malaika Arora
    44.2%

    z 3.42
31. 31
    Preity Zinta
    43.8%

    z 3.39
32. 32
    Jenny Slate
    43.6%

    z 3.38
33. 33
    Payal Rajput
    43.3%

    z 3.36
34. 34
    Amrita Rao
    43.1%

    z 3.35
35. 35
    Tina Datta
    43.1%

    z 3.35
36. 36
    Italia Ricci
    43%

    z 3.34
37. 37
    Ananya Panday
    43%

    z 3.34
38. 38
    Eve
    42.4%

    z 3.31
39. 39
    Pamela Tiffin
    42%

    z 3.28
40. 40
    Noah Schnapp
    41.7%

    z 3.26
41. 41
    Amii Stewart
    41.6%

    z 3.25
42. 42
    Tridha Choudhury
    41.6%

    z 3.25
43. 43
    Lillie Langtry
    41.5%

    z 3.25
44. 44
    Dorian Gregory
    41.4%

    z 3.24
45. 45
    Vinette Robinson
    41.3%

    z 3.23
46. 46
    Buck Brannaman
    41.2%

    z 3.23
47. 47
    Hisashi Tokunaga
    40.9%

    z 3.21
48. 48
    Chanikarn Tangkabodee
    40.9%

    z 3.20
49. 49
    Prabhas
    40.8%

    z 3.20
50. 50
    Amala Akkineni
    40.6%

    z 3.19