Research Article

The Difficulty of Sexing Skeletons from Unknown Populations

Table 2

(a) Results of sex estimation of a series of skeletons by a number of metric methods recommended by forensic anthropology texts. Numbers (1), (2), and so forth in columns indicate results of different discriminant function equations by the same authors. (b) Results of sex estimation of a series of skeletons by a number of descriptive methods recommended by forensic anthropology texts. Numbers (1) and (2) in column 14 indicate results of two different discriminant function equations by the same author.
(a)

Methods 1234567

Specimen numberSpecimen labelFemoral dimensionsTalar/calcaneal discriminant functionsHumeral discriminant functionsCranial discriminant functionsCranial discriminant functionsScapular discriminant functions⁢Scapular discriminant functions

1A(1) Male 
(2) Cautiously male 
(3) Cautiously male 
(4) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Male 
(2) Male
(1) Male 
(2) Male
(1)
(2) Male 
(3)
(4) Male 
(5)
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(6) Male 
(7) Male 
(8) Male 
(9) Male 
(10) Male

2B(1) Male 
(2) Ambiguous 
(3) Male 
(4) Cautiously male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Male 
(2) Male
(1) Male 
(2) Male
(1)
(2) Male 
(3)
(4) Male 
(5)
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(6) Male 
(7) Female 
(8) Male 
(9) Male 
(10) Male

31(1) Female 
(2) Ambiguous 
(3) Female 
(4) Female
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(1) Female  
(2) Female
(1) Female 
(2) Female
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(6) Female 
(7) Female 
(8) Female 
(9) Female 
(10) Female

42(1) Cautiously female 
(2) Cautiously male 
(3) Cautiously female 
(4) Cautiously male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Male
(1) Female 
(2) Female
(1) Male 
(2) Female 
(3) Female 
(4) Female 
(5) Male
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(6) Female 
(7) Female 
(8) Female 
(9) Female 
(10) Female

53(1) Male 
(2) Cautiously male 
(3) Male 
(4) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Male 
(2) Male
(1) Male 
(2) Male
(1) Male 
(2) Male 
(3) Male 
(4) Female 
(5) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Female 
(3) Female 
(4) Male 
(5) Female
(6) Male 
(7) Female 
(8) Male 
(9) Male 
(10) Male

64(1) Male 
(2) Cautiously male 
(3) Cautiously male 
(4) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
() Humeri absent (1) Female 
(2) Female
(1)
(2) Female 
(3)
(4) Female 
(5)
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Female 
(3) Female 
(4) Male 
(5) Male
(6) Male 
(7) Female 
(8) Male 
(9) Male 
(10) Male

75(1) Male  
(2) Ambiguous 
(3) Male 
(4) Male
(1) Female 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Male
(1) Female 
(2) Female
(1) Male 
(2) Male 
(3) Male 
(4) Female 
(5) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(6) Male 
(7) Female 
(8) Male 
(9) Male 
(10) Male

86(1) Ambiguous 
(2) Ambiguous 
(3) Cautiously female 
(4) Ambiguous
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(1) Female 
(2) Male
(1) Female 
(2) Female
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(1) Female 
(2) Male 
(3) Female 
(4) Female 
(5) Female
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(6) Male 
(7) Female 
(8) Male 
(9) Male 
(10) Female

97(1) Cautiously female 
(2) Cautiously male 
(3) Female 
(4) Cautiously male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Male
(1) Female 
(2) Female
(1) Male 
(2) Female 
(3) Male 
(4) Female 
(5) Male
(1) Female 
(2) Male 
(3) Male 
(4) Female 
(5) Female
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(6) Female 
(7) Female 
(8) Female 
(9) Male 
(10) Female

10AM1(1) Male  
(2) Ambiguous 
(3) Male 
(4) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Male
(1) Female 
(2) Female
(1) Male 
(2) Female 
(3) Male 
(4) Female 
(5) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(6) Male 
(7) Female 
(8) Male 
(9) Male 
(10) Male

11AM2(1) Cautiously female 
(2) Cautiously male 
(3) Cautiously male 
(4) Male
(1) Female 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Male
(1) Female 
(2) Female
(1) Male 
(2) Female 
(3) Female 
(4) Female 
(5) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(6) Male 
(7) Female 
(8) Male 
(9) Male 
(10) Male

12AM3(1) Female 
(2) Ambiguous 
(3) Cautiously female 
(4) Ambiguous
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female  
(2) Female
(1) Female 
(2) Female
(1) Male 
(2) Female 
(3) Female 
(4) Female 
(5) Male
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(6) Female 
(7) Female 
(8) Female 
(9) Female 
(10) Female

13AM4(1) Female 
(2) Ambiguous 
(3) Male 
(4) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Male
(1) Male 
(2) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Male 
(3) Female 
(4) Female 
(5) Male
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(6) Male 
(7) Female 
(8) Male 
(9) Male 
(10) Male

14AM5(1) Male 
(2) Ambiguous 
(3) Male 
(4) Cautiously male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Male
(1) Female 
(2) Male
(1) Male 
(2) Female 
(3) Male 
(4) Female 
(5) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(6) Male 
(7) Female 
(8) Male 
(9) Male 
(10) Male

15HS-041(1) Ambiguous 
(2) Cautiously male 
(3) Ambiguous 
(4) Ambiguous
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Male
(1) Male 
(2) Male
(1) Male 
(2) Male 
(3) Male 
(4) Female 
(5) Male
(Scapulae absent) (Scapulae absent)

16HS-038(1) Cautiously female 
(2) Cautiously male 
(3) Female 
(4) Cautiously female
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(1) Female 
(2) Male
(1) Male 
(2) Male
(1) Male 
(2) Female 
(3) Male 
(4) Female 
(5) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Male 
(3) Female 
(4) Male 
(5) Male
(6) Male 
(7) Female 
(8) Male 
(9) Male 
(10) Male

17HS-039(1) Ambiguous 
(2) Cautiously male 
(3) Cautiously male 
(4) Ambiguous
(1) Male 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(1) Female 
(2) Male
(1) Male 
(2) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Male 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(6) Male 
(7) Female 
(8) Male 
(9) Male 
(10) Male

18HS-012(1) Cautiously female 
(2) Cautiously male 
(3) Ambiguous 
(4) Ambiguous
(1) Female 
(2) Male 
(3) Male 
(4) Male 
(5) Male
(1) Male 
(2) Male
(1) Male 
(2) Male
(1)
(2) Male 
(3)
(4) Female 
(5)
(1) Male 
(2) Male 
(3) Male 
(4) Female 
(5) Male
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(6) Male 
(7) Female 
(8) Male 
(9) Female 
(10) Male

19SC-002(1) Female 
(2) Ambiguous 
(3) Cautiously female 
(4) Female
(1) Male 
(2) Male  
(3) Male 
(4) Male 
(5) Male
(1) Female  
(2) Female
(1) Female 
(2) Female
(1) Male 
(2) Female 
(3) Female 
(4) Female 
(5) Male
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(6) Female 
(7) Female 
(8) Female 
(9) Female 
(10) Female

20SC-003(1) Female 
(2) Ambiguous 
(3) Female 
(4) Female
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(1) Female  
(2) Female
(1) Female 
(2) Female
(1) Female 
(2) Female 
(3) Female 
(4) Female 
(5) Female
(Scapulae absent) (Scapulae absent)

A skeleton of an adult from the Abbie Museum of Anatomy, University of Adelaide.
A skeleton of known sex, age, and race from a donated cadaver: White Australian male who died at age XX years.
Skeletons of individuals of unknown sex, age, and race used as teaching aids in Ray Last Dissection Laboratory.
Skeletons of individuals of unknown sex, age, and race from the Abbie Museum of Anatomy, University of Adelaide.
Boxed half-skeletons of unknown sex, age, and race from University of Adelaide, teaching collection.
Some traits were excluded due to their absence on the skeleton.
(b)

Methods 89101112131415

Specimen numberSpecimen labelCranial descriptive (morphological) traitsPelvic descriptive (morphological) traitsPelvic descriptive (morphological) traitPelvic descriptive (morphological) traitsMandibular descriptive (morphological) traitsScore based on sexual dimorphism of humeral traitsCranial, pelvic, and femoral descriptive (morphological) traitsDiscriminant analysis of scored cranial descriptive (morphological) traits

1A(i) 12/13 traits indicate male 
(ii) 1/13 traits indicate female
16/16 traits indicate male(3) indicates male3/3 traits indicate male(+2) indicates maleScore: 5/15 
Indicates male
(0.91) indicates male(1) Male 
(2) Female

2B(i) 10/12 traits indicate male 
(ii) 2/12 traits indicate female
(i) 12/16 traits indicate male 
(ii) 4/16 traits indicate female
(2) ambiguous(i) 2/3 traits indicate male 
(ii) 1/3 traits indicate female
(+4) indicates maleScore: 6/15 
Indicates male
(0.78) indicates male(1) Male 
(2) Male

31(i) 2/13 traits indicate male 
(ii) 11/13 traits indicate female
(i) 3/16 traits indicate male 
(ii) 13/16 traits indicate female
(2) ambiguous3/3 traits indicate female(+2) indicates maleScore: 10/15 
Indicates female
(−0.97) indicates female(1) Female 
(2) Female

42(i) 7/13 traits indicate male 
(ii) 6/13 traits indicate female
(i) 11/16 traits indicate male 
(ii) 5/16 traits indicate female
(4) indicates male3/3 traits indicate male(+4) indicates maleScore: 6/15 
Indicates male
(0.72) indicates male(1) Male 
(2) Male

5313/13 traits indicate male16/16 traits indicate male(4) indicates male(i) 2/3 traits indicate male 
(ii) 1/3 traits indicate female
(+2) indicates maleScore: 6/15 
Indicates male
(1.13) indicates male(1) Male 
(2) Male

64(i) 10/12 traits indicate male 
(ii) 2/12 traits indicate female
(i) 15/16 traits indicate male 
(ii) 1/16 traits indicate female
(2) ambiguous3/3 traits indicate male() (mandible absent)Score: /15 
(humeri absent)
(0.52) indicates male() Mandible absent

75(i) 8/13 traits indicate male 
(ii) 5/13 traits indicate female
(i) 15/16 traits indicate male 
(ii) 1/16 traits indicate  female
(4) indicates male(i) 2/3 traits indicate male 
(ii) 1/3 traits indicate female
(−2) indicates femaleScore: 4/15 
Indicates male
(0.47) indicates male(1) Male 
(2) Male

86(i) 6/13 traits indicate male 
(ii) 7/13 traits indicate female
(i) 11/16 traits indicate male 
(ii) 5/16 traits indicate female
(5) indicates male(i) 2/3 traits indicate male 
(ii) 1/3 traits indicate female
(−2) indicates femaleScore: 7/15 
Indicates male
(0.28) indicates male(1) Male 
(2) Male

97(i) 6/13 traits indicate male 
(ii) 7/13 traits indicate female
(i) 14/16 traits indicate male 
(ii) 2/16 traits indicate female
(4) indicates male(i) 2/3 traits indicate male 
(ii) 1/3 traits indicate female
(+3) indicates maleScore: 6/15 
Indicates male
(0.19) indicates male(1) Male 
(2) Male

10AM1(i) 8/13 traits indicate male 
(ii) 5/13 traits indicate female
(i) 14/16 traits indicate male 
(ii) 2/16 traits indicate female
(5) indicates male3/3 traits indicate male(−2) indicates femaleScore: 10/15 
Indicates female
(0.59) indicates male(1) Male 
(2) Male 

11AM2(i) 7/13 traits indicate male 
(ii) 6/13 traits indicate female
(i) 14/16 traits indicate male 
(ii) 2/16 traits indicate female
(4) indicates male(i) 2/3 traits indicate male 
(ii) 1/3 traits indicate female
(+2) indicates maleScore: 6/15 
Indicates male
(0.28) indicates male(1) Male 
(2) Male

12AM3(i) 10/13 traits indicate male 
(ii) 3/13 traits indicate female
(i) 11/16 traits indicate male 
(ii) 5/16 traits indicate female
(3) indicates male3/3 traits indicate male(0) indicates maleScore: 10/15 
Indicates female
(−0.25) indicates female(1) Male 
(2) Female

13AM4(i) 12/13 traits indicate male 
(ii) 1/13 traits indicate female
(i) 15/16 traits indicate male 
(ii) 1/16 traits indicate female
(5) indicates male3/3 traits indicate male(+2) indicates maleScore: 7/15 
Indicates male
(1.0) indicates male(1) Male 
(2) Male

14AM5(i) 10/13 traits indicate male 
(ii) 3/13 traits indicate female
(i) 15/16 traits indicate male 
(ii) 1/16 traits indicate female
(4) indicates male(i) 2/3 traits indicate male 
(ii) 1/3 traits indicate female
(0) indicates maleScore: 7/15 
Indicates male
(0.78) indicates male(1) Male 
(2) Male

15HS-041(i) 11/13 traits indicate male 
(ii) 2/13 traits indicate female
(i) 14/16 traits indicate male 
(ii) 2/16 traits indicate female
(5) indicates male3/3 traits indicate male(+4) indicates maleScore: 6/15 
Indicates male
(0.97) indicates male(1) Male 
(2) Male

16HS-038(i) 7/13 traits indicate male 
(ii) 6/13 traits indicate female
(i) 13/15 traits indicate male 
(ii) 2/15 traits indicate female
(3) indicates male3/3 traits indicate male(+3) indicates maleScore: 4/15 
Indicates male
(0.75) indicates male(1) Male 
(2) Male

17HS-039(i) 12/13 traits indicate male 
(ii) 1/13 traits indicate female
(i) 13/16 traits indicate male 
(ii) 3/16 traits indicate female
(3) indicates male3/3 traits indicate male(+1) indicates maleScore: 6/15 
Indicates male
(1.13) indicates male(1) Male 
(2) Male

18HS-012(i) 11/12 traits indicate male 
(ii) 1/12 traits indicate female
16/16 traits indicate male(4) indicates male3/3 traits indicate male() mandible absentScore: 5/15 
Indicates male
(0.70) indicates male() Mandible absent

19SC-002(i) 3/13 traits indicate male 
(ii) 10/13 traits indicate female
(i) 13/16 traits indicate male 
(ii) 3/16 traits indicate female
(3) indicates male3/3 traits indicate male(−2) indicates femaleScore: 7/15 
Indicates male
(−0.13) indicates female(1) Male 
(2) Male

20SC-003(i) 3/13 traits indicate male 
(ii) 10/13 traits indicate female
(i) 13/16 traits indicate male 
(ii) 3/16 traits indicate female
(3) indicates male3/3 traits indicate male(+2) indicates maleScore: 4/15 
Indicates male
(−0.09) indicates female(1) Male 
(2) Male

A skeleton of an adult from the Abbie Museum of Anatomy, University of Adelaide.
A skeleton of known sex, age, and race from a donated cadaver: White Australian male who died at age XX years.
Actual skeletons of individuals of unknown sex, age, and race used as teaching aids in dissection rooms.
Skeletons of individuals of unknown sex, age, and race from the Abbie Museum of Anatomy, University of Adelaide.
Boxed half-skeletons of unknown sex, age, and race from University of Adelaide.
Some traits were excluded due to their absence on the skeleton.