Dua Lipa: 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
   James Charles
   91.7%

   z 5.14
2. 2
   Gal Gadot
   89.5%

   z 4.79
3. 3
   Magda Szczepanek
   88.5%

   z 4.71
4. 4
   Geraldine Viswanathan
   87.2%

   z 4.60
5. 5
   Grace Fulton
   85.9%

   z 4.50
6. 6
   Luz Patiño
   83.3%

   z 4.29
7. 7
   Dave Abbruzzese
   82.1%

   z 4.18
8. 8
   Valorie Curry
   80.9%

   z 4.09
9. 9
   Úrsula Corberó
   80.5%

   z 4.06
10. 10
    Brooklynn Prince
    80.3%

    z 4.04
11. 11
    Yoo Seung-ho
    80.2%

    z 4.04
12. 12
    Jessica Alba
    73.8%

    z 3.95
13. 13
    Phoebe Bridgers
    72.6%

    z 3.94
14. 14
    Preity Zinta
    71.2%

    z 3.92
15. 15
    Marnette Patterson
    70.8%

    z 3.92
16. 16
    Keira Knightley
    67%

    z 3.87
17. 17
    Lynn Shelton
    64.2%

    z 3.84
18. 18
    Jennifer Stone
    60.6%

    z 3.80
19. 19
    Freema Agyeman
    58.3%

    z 3.78
20. 20
    Cedi Osman
    50.8%

    z 3.70
21. 21
    Torrey DeVitto
    48%

    z 3.66
22. 22
    Eve Harlow
    47.9%

    z 3.66
23. 23
    Jamie Chadwick
    47.7%

    z 3.64
24. 24
    Ève Gilles
    47.4%

    z 3.63
25. 25
    Jennifer Esposito
    47.3%

    z 3.62
26. 26
    Melia Kreiling
    47.1%

    z 3.61
27. 27
    Elvin Ng
    47%

    z 3.60
28. 28
    Emer Lyons
    46.3%

    z 3.56
29. 29
    Bruna Linzmeyer
    45.9%

    z 3.53
30. 30
    Michael Corrente
    45.7%

    z 3.51
31. 31
    Jaco Pastorius
    45.3%

    z 3.49
32. 32
    Edie Adams
    45.2%

    z 3.49
33. 33
    Millie Bobby Brown
    44.7%

    z 3.45
34. 34
    Mira Sorvino
    44.6%

    z 3.45
35. 35
    Spencer List
    44.5%

    z 3.44
36. 36
    Joe Dinicol
    44.1%

    z 3.41
37. 37
    Mahulena Bočanová
    44.1%

    z 3.41
38. 38
    Şükrü Özyıldız
    43.7%

    z 3.39
39. 39
    Touré
    43.6%

    z 3.38
40. 40
    Kelly Carlson
    43.2%

    z 3.35
41. 41
    Alison Sudol
    43.2%

    z 3.35
42. 42
    Matilda De Angelis
    43.1%

    z 3.35
43. 43
    Johanna ter Steege
    43%

    z 3.35
44. 44
    Monica Ward
    41.7%

    z 3.26
45. 45
    Angelica Panganiban
    41.7%

    z 3.26
46. 46
    Ana Caterina Morariu
    41.6%

    z 3.25
47. 47
    Nozomi Nishida
    41.4%

    z 3.24
48. 48
    Amr Gamal
    41.3%

    z 3.23
49. 49
    Sandra Speichert
    41.2%

    z 3.23
50. 50
    Chanathip Songkrasin
    40.9%

    z 3.21