Simran: 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
   Rupali Ganguly
   88.4%

   z 4.70
2. 2
   Rani Mukerji
   84.6%

   z 4.39
3. 3
   Tomoko Ukishima
   83.5%

   z 4.30
4. 4
   Manjari Phadnis
   83.1%

   z 4.27
5. 5
   Samyuktha
   82.2%

   z 4.20
6. 6
   Jessica Marais
   82.1%

   z 4.19
7. 7
   Madhura Naik
   81.9%

   z 4.17
8. 8
   Jaya Bachchan
   81.8%

   z 4.16
9. 9
   Raffey Cassidy
   81.6%

   z 4.15
10. 10
    Anna Shaffer
    65.6%

    z 3.86
11. 11
    Shraddha Arya
    64.6%

    z 3.85
12. 12
    Manju Warrier
    57.9%

    z 3.78
13. 13
    Jasmine Thompson
    56.5%

    z 3.76
14. 14
    Rekhā
    53.3%

    z 3.72
15. 15
    Nicole Briscoe
    51.3%

    z 3.70
16. 16
    Kiara Advani
    50.7%

    z 3.70
17. 17
    Runa Khan
    50.6%

    z 3.70
18. 18
    Salma Hayek
    48%

    z 3.66
19. 19
    Aima Baig
    47.7%

    z 3.65
20. 20
    Sana Khan
    47.3%

    z 3.62
21. 21
    Sonal Chauhan
    47.2%

    z 3.61
22. 22
    Yuvika Chaudhary
    46.9%

    z 3.59
23. 23
    Bella Heathcote
    46.1%

    z 3.54
24. 24
    Pooja Umashankar
    45.8%

    z 3.53
25. 25
    Parminder Nagra
    45.6%

    z 3.51
26. 26
    Amruta Khanvilkar
    45.4%

    z 3.50
27. 27
    Arshi Khan
    45.1%

    z 3.48
28. 28
    Andrea Jeremiah
    45%

    z 3.47
29. 29
    Pimchanok Luevisadpaibul
    44.9%

    z 3.46
30. 30
    Nivetha Tharseth
    44.8%

    z 3.46
31. 31
    Riya Basnet
    44.4%

    z 3.43
32. 32
    Thomas Jane
    44.3%

    z 3.43
33. 33
    Ramya Pandian
    44.3%

    z 3.43
34. 34
    Constance Wu
    44.3%

    z 3.43
35. 35
    Haley Lu Richardson
    44.1%

    z 3.41
36. 36
    Koneenica Banerjee
    43.8%

    z 3.39
37. 37
    Jaya Prada
    43.5%

    z 3.37
38. 38
    Minami Hoshino
    43.3%

    z 3.36
39. 39
    Dia Mirza
    43%

    z 3.34
40. 40
    Shakeela
    42.7%

    z 3.32
41. 41
    Harry Davenport
    42.5%

    z 3.31
42. 42
    Saira Banu
    42.4%

    z 3.31
43. 43
    Mahima Chaudhry
    41.8%

    z 3.27
44. 44
    Giddens Ko
    41.7%

    z 3.26
45. 45
    Barkha Bisht
    41.7%

    z 3.26
46. 46
    Uma Riyaz Khan
    41.5%

    z 3.25
47. 47
    Julia Barretto
    41.5%

    z 3.25
48. 48
    Hazel Keech
    41.3%

    z 3.23
49. 49
    Miguel Bernardeau
    41.3%

    z 3.23
50. 50
    Gautami Tadimalla
    41.3%

    z 3.23