Ishita Panchal: 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
   Thilakan
   82.8%

   z 4.24
2. 2
   Liu Cixin
   69.2%

   z 3.90
3. 3
   Cerys Matthews
   67.1%

   z 3.88
4. 4
   Jacob Sartorius
   64.6%

   z 3.85
5. 5
   Deep Roy
   64.2%

   z 3.84
6. 6
   Rupa Huq
   59.3%

   z 3.79
7. 7
   Taylor Hanson
   57.2%

   z 3.77
8. 8
   Bhavana
   47.8%

   z 3.65
9. 9
   Nandish Sandhu
   47.5%

   z 3.64
10. 10
    Johnnie Ray
    45.2%

    z 3.49
11. 11
    Alla Rakha
    45%

    z 3.47
12. 12
    Axl Rose
    44.2%

    z 3.42
13. 13
    Trevante Rhodes
    43.6%

    z 3.38
14. 14
    Sara Waisglass
    43.2%

    z 3.36
15. 15
    Hokuto Nakamura
    43.1%

    z 3.35
16. 16
    Elsie Fisher
    43.1%

    z 3.35
17. 17
    Roland Orzabal
    43.1%

    z 3.35
18. 18
    Harvey
    42.9%

    z 3.33
19. 19
    Devoleena Bhattacharjee
    42.7%

    z 3.32
20. 20
    Victor Ginzburg
    42.2%

    z 3.29
21. 21
    Geoffrey Arend
    41.7%

    z 3.26
22. 22
    Dino Abbrescia
    41.4%

    z 3.24
23. 23
    Ji Seong
    41.3%

    z 3.23
24. 24
    Yasuhiro Nakane
    40.9%

    z 3.20
25. 25
    Vaneza Peláez
    40.7%

    z 3.19
26. 26
    Bob Morley
    40.5%

    z 3.18
27. 27
    Abderrahmane Sissako
    40.3%

    z 3.17
28. 28
    David Burtka
    40.2%

    z 3.16
29. 29
    Mohamed Henedi
    40.1%

    z 3.16
30. 30
    Jalen Rose
    40.1%

    z 3.15
31. 31
    Noel Petok
    40%

    z 3.15
32. 32
    Bernard Kerik
    40%

    z 3.15
33. 33
    Roberta Williams
    39.9%

    z 3.14
34. 34
    Dennis Wilson
    39.7%

    z 3.13
35. 35
    Jean
    39.6%

    z 3.12
36. 36
    Jake Zyrus
    39.6%

    z 3.12
37. 37
    Robert Strauss
    39.4%

    z 3.11
38. 38
    Mark Indelicato
    39.2%

    z 3.10
39. 39
    Roma Asrani
    38.8%

    z 3.07
40. 40
    Kaira Shirahase
    38.8%

    z 3.07
41. 41
    Craig Gillespie
    38.4%

    z 3.04
42. 42
    Shawn Mendes
    38.3%

    z 3.04
43. 43
    Kristy McNichol
    38.3%

    z 3.04
44. 44
    Helene Fischer
    38.1%

    z 3.03
45. 45
    Klay Thompson
    38.1%

    z 3.02
46. 46
    Jack Lew
    37.8%

    z 3.00
47. 47
    Hirohide Yakumaru
    37.8%

    z 3.00
48. 48
    Jade Thirlwall
    37.5%

    z 2.99
49. 49
    Mahalakshmi Iyer
    37.5%

    z 2.99
50. 50
    Ney Santanna
    37.3%

    z 2.97