Christina Aguilera: 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
   Courtney Stodden
   91.4%

   z 5.09
2. 2
   Natálie Jirásková
   90.1%

   z 4.85
3. 3
   Ieva Juozapaitytė
   86.8%

   z 4.57
4. 4
   Iggy Azalea
   85.2%

   z 4.44
5. 5
   Allison Harvard
   84.8%

   z 4.41
6. 6
   Dee Hsu
   84.5%

   z 4.38
7. 7
   Trixie Mattel
   83.2%

   z 4.28
8. 8
   Chelsea Kane
   82.3%

   z 4.21
9. 9
   Katherine McNamara
   81.7%

   z 4.15
10. 10
    Efren Ramirez
    77.1%

    z 3.99
11. 11
    Teresa Palmer
    73.5%

    z 3.95
12. 12
    Ellie Goulding
    70.9%

    z 3.92
13. 13
    Barbara Palvin
    70.7%

    z 3.91
14. 14
    Adele
    69.8%

    z 3.91
15. 15
    Holly Willoughby
    66.5%

    z 3.87
16. 16
    Jade Pettyjohn
    65.4%

    z 3.86
17. 17
    Jeon Soyeon
    58.9%

    z 3.79
18. 18
    Nadin Medvedchuk
    56.5%

    z 3.76
19. 19
    Brandi Cyrus
    56.5%

    z 3.76
20. 20
    Erika Jayne
    53.6%

    z 3.73
21. 21
    Patti Stanger
    51.9%

    z 3.71
22. 22
    Barbara Carrera
    51.5%

    z 3.70
23. 23
    Phaedra Parks
    49.3%

    z 3.68
24. 24
    RaeLynn
    48.7%

    z 3.67
25. 25
    Mónica Naranjo
    47.4%

    z 3.63
26. 26
    Anne Jeffreys
    46.7%

    z 3.58
27. 27
    Yulia Peresild
    46.6%

    z 3.58
28. 28
    Nicki Minaj
    46.3%

    z 3.56
29. 29
    Raffaella Carrà
    46.3%

    z 3.55
30. 30
    Adèle Exarchopoulos
    46.1%

    z 3.54
31. 31
    Loredana Groza
    45.8%

    z 3.52
32. 32
    Fernando Torres
    45.5%

    z 3.51
33. 33
    Amanda Bynes
    45.4%

    z 3.50
34. 34
    Dara
    45.3%

    z 3.49
35. 35
    Sasha Luss
    44.6%

    z 3.45
36. 36
    Crowd Lu
    44.5%

    z 3.44
37. 37
    Matilda Tao
    43.6%

    z 3.38
38. 38
    Kesha
    43.6%

    z 3.38
39. 39
    Yang Yang
    42.9%

    z 3.33
40. 40
    Vivienne Medrano
    42.3%

    z 3.30
41. 41
    Jamie Babbit
    42%

    z 3.28
42. 42
    Christine Donohue
    41.8%

    z 3.26
43. 43
    Bahareh Kian Afshar
    41.7%

    z 3.26
44. 44
    Demi Lovato
    41.4%

    z 3.24
45. 45
    Kathy Hilton
    41.3%

    z 3.23
46. 46
    Becky G
    41.3%

    z 3.23
47. 47
    Kelly Kelly
    41.2%

    z 3.23
48. 48
    Liz Kingsman
    41.1%

    z 3.22
49. 49
    Blaze Starr
    41%

    z 3.22
50. 50
    Madelyn Cline
    40.9%

    z 3.20