Sofia Carson: 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
   Francesca Catalano
   90.4%

   z 4.91
2. 2
   Kari Ann Peniche
   87%

   z 4.59
3. 3
   Camila Cabello
   85.4%

   z 4.46
4. 4
   María Gabriela de Faría
   85%

   z 4.42
5. 5
   Mía Maestro
   83.2%

   z 4.28
6. 6
   Emilia Mernes
   83%

   z 4.26
7. 7
   Ramón Rodríguez
   82.6%

   z 4.23
8. 8
   Kim Petras
   80.9%

   z 4.09
9. 9
   Nikita Anand
   80.7%

   z 4.07
10. 10
    Becky G
    74.5%

    z 3.96
11. 11
    Simone Singh
    70.1%

    z 3.91
12. 12
    Rosanna Pansino
    67.9%

    z 3.88
13. 13
    Anastasija Daugule
    66.7%

    z 3.87
14. 14
    Ann Curry
    61.6%

    z 3.82
15. 15
    Riccardo Scamarcio
    58.3%

    z 3.78
16. 16
    Lauren Ambrose
    57.4%

    z 3.77
17. 17
    Demi Lovato
    57.2%

    z 3.77
18. 18
    Julio Peña
    54.2%

    z 3.73
19. 19
    Rachel Korine
    49.7%

    z 3.68
20. 20
    Nitanshi Goel
    47.8%

    z 3.65
21. 21
    Alejandra Barros
    46.6%

    z 3.58
22. 22
    Conor Leslie
    46.5%

    z 3.57
23. 23
    Lai Kuan-li
    46.2%

    z 3.55
24. 24
    Francesca Cardinale
    46.1%

    z 3.55
25. 25
    Fergie
    46.1%

    z 3.55
26. 26
    Mara Wilson
    46.1%

    z 3.54
27. 27
    J Lin
    46%

    z 3.54
28. 28
    Kuno Becker
    45.8%

    z 3.52
29. 29
    Kiana Madeira
    45.5%

    z 3.50
30. 30
    Nicole Maines
    45.3%

    z 3.49
31. 31
    Tim Dieck
    45.2%

    z 3.49
32. 32
    Petri Kotwica
    45.1%

    z 3.48
33. 33
    Soundarya Sharma
    45.1%

    z 3.48
34. 34
    Simone Johnson
    45%

    z 3.47
35. 35
    Shweta Pandit
    44.9%

    z 3.47
36. 36
    Anita Loos
    44.5%

    z 3.44
37. 37
    Anne Curtis
    44.3%

    z 3.43
38. 38
    Marc Clotet
    43.9%

    z 3.40
39. 39
    Frank Henenlotter
    43.9%

    z 3.40
40. 40
    Ji Hyeon-u
    43.7%

    z 3.38
41. 41
    Mai Hirukawa
    43.6%

    z 3.38
42. 42
    Sophie Thatcher
    43.4%

    z 3.37
43. 43
    Evan Rachel Wood
    43.3%

    z 3.36
44. 44
    Alice Braga
    43.3%

    z 3.36
45. 45
    Ushna Shah
    43.2%

    z 3.35
46. 46
    Paige
    42.7%

    z 3.32
47. 47
    William Hanna
    42.7%

    z 3.32
48. 48
    Daniela Boaventura
    42.7%

    z 3.32
49. 49
    Amelle Berrabah
    42.4%

    z 3.30
50. 50
    Luna Haruna
    42.3%

    z 3.30