Selena Gomez: 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
   Debby Ryan
   89.8%

   z 4.82
2. 2
   Aimee Carrero
   87.9%

   z 4.66
3. 3
   Shraddha Srinath
   82.1%

   z 4.19
4. 4
   Gretchen Mol
   82%

   z 4.18
5. 5
   Siena Agudong
   80.8%

   z 4.08
6. 6
   Mahima Das
   80.3%

   z 4.04
7. 7
   Camila Mendes
   79.3%

   z 4.01
8. 8
   Anupama Parameswaran
   79.2%

   z 4.01
9. 9
   Olivia Sanabia
   74.4%

   z 3.95
10. 10
    Maggie Lindemann
    72.3%

    z 3.93
11. 11
    Noémie Merlant
    65.7%

    z 3.86
12. 12
    Tomi Lahren
    65.4%

    z 3.86
13. 13
    William Atherton
    65%

    z 3.85
14. 14
    Xin Zhilei
    60.8%

    z 3.81
15. 15
    Don McLean
    58.6%

    z 3.78
16. 16
    Madelaine Petsch
    57.1%

    z 3.77
17. 17
    Natti Natasha
    56.6%

    z 3.76
18. 18
    Lovi Poe
    56.2%

    z 3.76
19. 19
    Chase Sui Wonders
    48.3%

    z 3.67
20. 20
    Raymond Bailey
    47.5%

    z 3.63
21. 21
    Tyla Laura
    47.4%

    z 3.63
22. 22
    Filip Hrgović
    47.3%

    z 3.62
23. 23
    Mark Metcalf
    47.1%

    z 3.61
24. 24
    Matthew Ashford
    47.1%

    z 3.61
25. 25
    Kelsea Ballerini
    46.4%

    z 3.57
26. 26
    Kota Srinivasa Rao
    46%

    z 3.54
27. 27
    Rachel Bilson
    45.5%

    z 3.50
28. 28
    Justin Jones
    45.3%

    z 3.49
29. 29
    Maia Reficco
    45.1%

    z 3.48
30. 30
    Akio Ōtsuka
    44.5%

    z 3.44
31. 31
    Miu Lê
    44.4%

    z 3.44
32. 32
    Rhea Chakraborty
    44.3%

    z 3.43
33. 33
    Darren Lynn Bouseman
    44.1%

    z 3.41
34. 34
    Sonya Tayurskaya
    43.9%

    z 3.40
35. 35
    Billy Paul
    43.2%

    z 3.36
36. 36
    Noah Wyle
    43.2%

    z 3.36
37. 37
    Chloe Van Landschoot
    43.2%

    z 3.36
38. 38
    David Belle
    43%

    z 3.34
39. 39
    Suma Kanakala
    42.7%

    z 3.32
40. 40
    Upton Sinclair
    42.6%

    z 3.32
41. 41
    Omar Blondin Diop
    42.4%

    z 3.30
42. 42
    Paulina Rubio
    42.4%

    z 3.30
43. 43
    Ryoji Ikeda
    42.2%

    z 3.29
44. 44
    Gracie Abrams
    42.1%

    z 3.29
45. 45
    Melonie Diaz
    41.9%

    z 3.27
46. 46
    Emmanuel
    41.9%

    z 3.27
47. 47
    Peter Wingfield
    41.8%

    z 3.27
48. 48
    Milton Nascimento
    41.7%

    z 3.26
49. 49
    Vladislav Pavlov
    41.5%

    z 3.25
50. 50
    Jūrō Kara
    40.9%

    z 3.21