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Volumn 108, Issue 4, 2011, Pages 1735-1740

Spontaneous voice-face identity matching by rhesus monkeys for familiar conspecifics and humans

Author keywords

Cross species; Nonhuman primates; Picture recognition; Vocal communication

Indexed keywords

ANIMAL EXPERIMENT; ARTICLE; COGNITION; EYE MOVEMENT; FEMALE; MACACA MULATTA; NONHUMAN; PRIORITY JOURNAL; VOCALIZATION;

EID: 79952134254     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1008169108     Document Type: Article
Times cited : (107)

References (58)
  • 1
    • 36549046939 scopus 로고    scopus 로고
    • Integrating face and voice in person perception
    • DOI 10.1016/j.tics.2007.10.001, PII S1364661307002495
    • Campanella S, Belin P (2007) Integrating face and voice in person perception. Trends Cogn Sci 11:535-543. (Pubitemid 350181565)
    • (2007) Trends in Cognitive Sciences , vol.11 , Issue.12 , pp. 535-543
    • Campanella, S.1    Belin, P.2
  • 2
    • 0030131625 scopus 로고    scopus 로고
    • Vocal recognition of individuals and kin in free ranging rhesus monkeys
    • Rendall D, Rodman PS, Emond RE (1996) Vocal recognition of individuals and kin in free ranging rhesus monkeys. Anim Behav 51:1007-1015.
    • (1996) Anim Behav , vol.51 , pp. 1007-1015
    • Rendall, D.1    Rodman, P.S.2    Emond, R.E.3
  • 3
    • 85047679443 scopus 로고    scopus 로고
    • Recognizing facial cues: Individual discrimination by chimpanzees (Pan troglodytes) and rhesus monkeys (Macaca mulatta)
    • Parr LA, Winslow JT, Hopkins WD, de Waal FBM (2000) Recognizing facial cues: Individual discrimination by chimpanzees (Pan troglodytes) and rhesus monkeys (Macaca mulatta). J Comp Psychol 114:47-60.
    • (2000) J Comp Psychol , vol.114 , pp. 47-60
    • Parr, L.A.1    Winslow, J.T.2    Hopkins, W.D.3    De Waal, F.B.M.4
  • 4
    • 1542741017 scopus 로고    scopus 로고
    • How do rhesus monkeys (Macaca mulatta) scan faces in a visual paired comparison task?
    • Gothard KM, Erickson CA, Amaral DG (2004) How do rhesus monkeys (Macaca mulatta) scan faces in a visual paired comparison task? Anim Cogn 7:25-36.
    • (2004) Anim Cogn , vol.7 , pp. 25-36
    • Gothard, K.M.1    Erickson, C.A.2    Amaral, D.G.3
  • 5
    • 58549083535 scopus 로고    scopus 로고
    • Multiple perceptual strategies used by macaque monkeys for face recognition
    • Gothard KM, Brooks KN, Peterson MA (2009) Multiple perceptual strategies used by macaque monkeys for face recognition. Anim Cogn 12:155-167.
    • (2009) Anim Cogn , vol.12 , pp. 155-167
    • Gothard, K.M.1    Brooks, K.N.2    Peterson, M.A.3
  • 7
    • 0032053489 scopus 로고    scopus 로고
    • Face recognition in primates: A cross-species study
    • DOI 10.1016/S0376-6357(97)00090-9, PII S0376635797000909
    • Pascalis O, Bachevalier J (1998) Face recognition in primates: A cross-species study. Behav Process 43:87-96. (Pubitemid 28172712)
    • (1998) Behavioural Processes , vol.43 , Issue.1 , pp. 87-96
    • Pascalis, O.1    Bachevalier, J.2
  • 9
    • 33746096178 scopus 로고    scopus 로고
    • Selective attention toward female secondary sexual color in male rhesus macaques
    • DOI 10.1002/ajp.20264
    • Waitt C, Gerald MS, Little AC, Kraiselburd E (2006) Selective attention toward female secondary sexual color in male rhesus macaques. Am J Primatol 68:738-744. (Pubitemid 44077311)
    • (2006) American Journal of Primatology , vol.68 , Issue.7 , pp. 738-744
    • Waitt, C.1    Gerald, M.S.2    Little, A.C.3    Kraiselburd, E.4
  • 10
    • 0022359921 scopus 로고
    • The formal hierarchy of rhesus macaques: An investigation of the bared-teeth display
    • DOI 10.1002/ajp.1350090202
    • De Waal FBM, Luttrell LM (1985) The formal hierarchy of rhesus macaques: An investigation of the bared-teeth display. Am J Primatol 9:73-85. (Pubitemid 16237939)
    • (1985) American Journal of Primatology , vol.9 , Issue.2 , pp. 73-85
    • De, W.F.B.M.1    Luttrell, L.M.2
  • 11
    • 0031979502 scopus 로고    scopus 로고
    • Agonistic screams and the classification of dominance relationships: Are monkeys fuzzy logicians?
    • Gouzoules H, Gouzoules S, Tomaszycki M (1998) Agonistic screams and the classification of dominance relationships: Are monkeys fuzzy logicians? Anim Behav 55:51-60.
    • (1998) Anim Behav , vol.55 , pp. 51-60
    • Gouzoules, H.1    Gouzoules, S.2    Tomaszycki, M.3
  • 12
    • 15744381708 scopus 로고    scopus 로고
    • Monkeys pay per view: Adaptive valuation of social images by rhesus macaques
    • DOI 10.1016/j.cub.2005.01.044
    • Deaner RO, Khera AM, Platt ML (2005) Monkeys pay per view: Adaptive valuation of social images by rhesus macaques. Curr Biol 15:543-548. (Pubitemid 40413393)
    • (2005) Current Biology , vol.15 , Issue.6 , pp. 543-548
    • Deaner, R.O.1    Khera, A.V.2    Platt, M.L.3
  • 13
    • 0018177885 scopus 로고
    • Fight interference and altruism in rhesus monkeys
    • Kaplan JR (1978) Fight interference and altruism in rhesus monkeys. Am J Phys Anthropol 49:241-250.
    • (1978) Am J Phys Anthropol , vol.49 , pp. 241-250
    • Kaplan, J.R.1
  • 14
    • 0020867261 scopus 로고
    • Reconciliation and redirected affection in rhesus monkeys
    • De Waal FBM, Yoshihara D (1983) Reconciliation and redirected affection in rhesus monkeys. Behaviour 85:224-241.
    • (1983) Behaviour , vol.85 , pp. 224-241
    • De Waal, F.B.M.1    Yoshihara, D.2
  • 15
    • 0000955052 scopus 로고
    • Mechanisms of social reciprocity in three primate species: Symmetrical relationship characteristics or cognition?
    • De Waal FBM, Luttrell LM (1988) Mechanisms of social reciprocity in three primate species: Symmetrical relationship characteristics or cognition? Ethol Sociobiol 9:101-118.
    • (1988) Ethol Sociobiol , vol.9 , pp. 101-118
    • De Waal, F.B.M.1    Luttrell, L.M.2
  • 16
    • 0006727584 scopus 로고
    • Facial and vocal individual recognition in the common chimpanzee
    • Bauer HR, Philip M (1983) Facial and vocal individual recognition in the common chimpanzee. Psychol Rec 33:161-170.
    • (1983) Psychol Rec , vol.33 , pp. 161-170
    • Bauer, H.R.1    Philip, M.2
  • 17
    • 0042351116 scopus 로고    scopus 로고
    • Identification of vocalizers by pant hoots, pant grunts and screams in a chimpanzee
    • DOI 10.1007/s10329-002-0014-8
    • Kojima S, Izumi A, Ceugniet M (2003) Identification of vocalizers by pant hoots, pant grunts and screams in a chimpanzee. Primates 44:225-230. (Pubitemid 37181992)
    • (2003) Primates , vol.44 , Issue.3 , pp. 225-230
    • Kojima, S.1    Izumi, A.2    Ceugniet, M.3
  • 18
    • 58849159283 scopus 로고    scopus 로고
    • Cross-modal individual recognition in domestic horses (Equus caballus)
    • Proops L, McComb K, Reby D (2009) Cross-modal individual recognition in domestic horses (Equus caballus). Proc Natl Acad Sci USA 106:947-951.
    • (2009) Proc Natl Acad Sci USA , vol.106 , pp. 947-951
    • Proops, L.1    McComb, K.2    Reby, D.3
  • 19
    • 69049086940 scopus 로고    scopus 로고
    • Matching vocalizations to faces of familiar conspecifics in grey-cheeked mangabeys (Lophocebus albigena)
    • Bovet D, Deputte BL (2009) Matching vocalizations to faces of familiar conspecifics in grey-cheeked mangabeys (Lophocebus albigena). Folia Primatol (Basel) 80:220-232.
    • (2009) Folia Primatol (Basel) , vol.80 , pp. 220-232
    • Bovet, D.1    Deputte, B.L.2
  • 20
    • 33845317262 scopus 로고    scopus 로고
    • Dogs recall their owner's face upon hearing the owner's voice
    • DOI 10.1007/s10071-006-0025-8
    • Adachi I, Kuwahata H, Fujita K (2007) Dogs recall their owner's face upon hearing the owner's voice. Anim Cogn 10:17-21. (Pubitemid 44877337)
    • (2007) Animal Cognition , vol.10 , Issue.1 , pp. 17-21
    • Adachi, I.1    Kuwahata, H.2    Fujita, K.3
  • 21
    • 33845225196 scopus 로고    scopus 로고
    • Cross-modal representation of human caretakers in squirrel monkeys
    • DOI 10.1016/j.beproc.2006.09.004, PII S0376635706001951
    • Adachi I, Fujita K (2007) Cross-modal representation of human caretakers in squirrel monkeys. Behav Process 74:27-32. (Pubitemid 44854324)
    • (2007) Behavioural Processes , vol.74 , Issue.1 , pp. 27-32
    • Adachi, I.1    Fujita, K.2
  • 22
    • 0037123595 scopus 로고    scopus 로고
    • Is face processing species-specific during the first year of life?
    • Pascalis O, de Haan M, Nelson CA (2002) Is face processing species-specific during the first year of life? Science 296:1321-1323.
    • (2002) Science , vol.296 , pp. 1321-1323
    • Pascalis, O.1    De Haan, M.2    Nelson, C.A.3
  • 23
    • 67349112788 scopus 로고    scopus 로고
    • Development of the other-race effect during infancy: Evidence toward universality?
    • Kelly DJ, et al. (2009) Development of the other-race effect during infancy: Evidence toward universality? J Exp Child Psychol 104:105-114.
    • (2009) J Exp Child Psychol , vol.104 , pp. 105-114
    • Kelly, D.J.1
  • 24
    • 33646262912 scopus 로고    scopus 로고
    • The decline of cross-species intersensory perception in human infants
    • Lewkowicz DJ, Ghazanfar AA (2006) The decline of cross-species intersensory perception in human infants. Proc Natl Acad Sci USA 103:6771-6774.
    • (2006) Proc Natl Acad Sci USA , vol.103 , pp. 6771-6774
    • Lewkowicz, D.J.1    Ghazanfar, A.A.2
  • 25
    • 70350032202 scopus 로고    scopus 로고
    • The emergence of multisensory systems through perceptual narrowing
    • Lewkowicz DJ, Ghazanfar AA (2009) The emergence of multisensory systems through perceptual narrowing. Trends Cogn Sci 13:470-478.
    • (2009) Trends Cogn Sci , vol.13 , pp. 470-478
    • Lewkowicz, D.J.1    Ghazanfar, A.A.2
  • 26
    • 17044392636 scopus 로고    scopus 로고
    • Plasticity of face processing in infancy
    • Pascalis O, et al. (2005) Plasticity of face processing in infancy. Proc Natl Acad Sci USA 102:5297-5300.
    • (2005) Proc Natl Acad Sci USA , vol.102 , pp. 5297-5300
    • Pascalis, O.1
  • 27
    • 38349155764 scopus 로고    scopus 로고
    • Face perception in monkeys reared with no exposure to faces
    • Sugita Y (2008) Face perception in monkeys reared with no exposure to faces. Proc Natl Acad Sci USA 105:394-398.
    • (2008) Proc Natl Acad Sci USA , vol.105 , pp. 394-398
    • Sugita, Y.1
  • 28
    • 0031962690 scopus 로고    scopus 로고
    • The role of vocal tract filtering in identity cueing in rhesus monkey (Macaca Mulatta) vocalizations
    • DOI 10.1121/1.421104
    • Rendall D, Owren MJ, Rodman PS (1998) The role of vocal tract filtering in identity cueing in rhesus monkey (Macaca mulatta) vocalizations. J Acoust Soc Am 103:602-614. (Pubitemid 28042434)
    • (1998) Journal of the Acoustical Society of America , vol.103 , Issue.1 , pp. 602-614
    • Rendall, D.1    Owren, M.J.2    Rodman, P.S.3
  • 29
    • 10844243735 scopus 로고    scopus 로고
    • Crossmodal source identification in speech perception
    • Lachs L, Pisoni DB (2004) Crossmodal source identification in speech perception. Ecol Psychol 16:159-187. (Pubitemid 39666197)
    • (2004) Ecological Psychology , vol.16 , Issue.3 , pp. 159-187
    • Lachs, L.1    Pisoni, D.B.2
  • 30
    • 0141503435 scopus 로고    scopus 로고
    • "Putting the face to the voice": Matching identity across modality
    • Kamachi M, Hill H, Lander K, Vatikiotis-Bateson E (2003) "Putting the face to the voice": Matching identity across modality. Curr Biol 13:1709-1714.
    • (2003) Curr Biol , vol.13 , pp. 1709-1714
    • Kamachi, M.1    Hill, H.2    Lander, K.3    Vatikiotis-Bateson, E.4
  • 31
    • 3542996322 scopus 로고    scopus 로고
    • Primate brains in the wild: The sensory bases for social interactions
    • Ghazanfar AA, Santos LR (2004) Primate brains in the wild: The sensory bases for social interactions. Nat Rev Neurosci 5:603-616. (Pubitemid 39013592)
    • (2004) Nature Reviews Neuroscience , vol.5 , Issue.8 , pp. 603-616
    • Ghazanfar, A.A.1    Santos, L.R.2
  • 32
    • 43749103133 scopus 로고    scopus 로고
    • The neuroscience of primate intellectual evolution: Natural selection and passive and intentional niche construction
    • DOI 10.1098/rstb.2008.2274, PII 2329021541461352
    • Iriki A, Sakura O (2008) The neuroscience of primate intellectual evolution: Natural selection and passive and intentional niche construction. Philos Trans R Soc Lond B Biol Sci 363:2229-2241. (Pubitemid 351693520)
    • (2008) Philosophical Transactions of the Royal Society B: Biological Sciences , vol.363 , Issue.1500 , pp. 2229-2241
    • Iriki, A.1    Sakura, O.2
  • 33
    • 77956215885 scopus 로고    scopus 로고
    • Towards a bottom-up perspective on animal and human cognition
    • de Waal FB, Ferrari PF (2010) Towards a bottom-up perspective on animal and human cognition. Trends Cogn Sci 14:201-207.
    • (2010) Trends Cogn Sci , vol.14 , pp. 201-207
    • De Waal, F.B.1    Ferrari, P.F.2
  • 34
    • 28044438717 scopus 로고    scopus 로고
    • Prior experience of rotation is not required for recognizing objects seen from different angles
    • Wang G, Obama S, Yamashita W, Sugihara T, Tanaka K (2005) Prior experience of rotation is not required for recognizing objects seen from different angles. Nat Neurosci 8:1768-1775.
    • (2005) Nat Neurosci , vol.8 , pp. 1768-1775
    • Wang, G.1    Obama, S.2    Yamashita, W.3    Sugihara, T.4    Tanaka, K.5
  • 35
    • 20444432343 scopus 로고    scopus 로고
    • The development of infant learning about specific face-voice relations
    • DOI 10.1037/0012-1649.41.3.541
    • Bahrick LE, Hernandez-Reif M, Flom R (2005) The development of infant learning about specific face-voice relations. Dev Psychol 41:541-552. (Pubitemid 40831070)
    • (2005) Developmental Psychology , vol.41 , Issue.3 , pp. 541-552
    • Bahrick, L.E.1    Hernandez-Reif, M.2    Flom, R.3
  • 36
    • 0034975838 scopus 로고    scopus 로고
    • Individual recognition by use of odours in golden hamsters: The nature of individual representations
    • DOI 10.1006/anbe.2000.1637
    • Johnston RE, Bullock TA (2001) Individual recognition by use of odors in golden hamsters: The nature of individual representations. Anim Behav 61:545-557. (Pubitemid 32533091)
    • (2001) Animal Behaviour , vol.61 , Issue.3 , pp. 545-557
    • Johnston, R.E.1    Bullock, T.A.2
  • 37
  • 38
    • 34548679807 scopus 로고    scopus 로고
    • Social components of fitness in primate groups
    • Silk JB (2007) Social components of fitness in primate groups. Science 317:1347-1351.
    • (2007) Science , vol.317 , pp. 1347-1351
    • Silk, J.B.1
  • 39
  • 40
    • 0034152073 scopus 로고    scopus 로고
    • Intersensory redundancy guides attentional selectivity and perceptual learning in infancy
    • Bahrick LE, Lickliter R (2000) Intersensory redundancy guides attentional selectivity and perceptual learning in infancy. Dev Psychol 36:190-201.
    • (2000) Dev Psychol , vol.36 , pp. 190-201
    • Bahrick, L.E.1    Lickliter, R.2
  • 41
    • 39049177027 scopus 로고    scopus 로고
    • Japanese macaques form a cross-modal representation of their own species in their first year of life
    • Adachi I, Kuwahata H, Fujita K, Tomonaga M, Matsuzawa T (2006) Japanese macaques form a cross-modal representation of their own species in their first year of life. Primates 47:350-354.
    • (2006) Primates , vol.47 , pp. 350-354
    • Adachi, I.1    Kuwahata, H.2    Fujita, K.3    Tomonaga, M.4    Matsuzawa, T.5
  • 42
    • 63749101910 scopus 로고    scopus 로고
    • Plasticity of ability to form cross-modal representations in infant Japanese macaques
    • Adachi I, Kuwahata H, Fujita K, Tomonaga M, Matsuzawa T (2009) Plasticity of ability to form cross-modal representations in infant Japanese macaques. Dev Sci 12:446-452.
    • (2009) Dev Sci , vol.12 , pp. 446-452
    • Adachi, I.1    Kuwahata, H.2    Fujita, K.3    Tomonaga, M.4    Matsuzawa, T.5
  • 43
    • 0034237809 scopus 로고    scopus 로고
    • The evolution of speech: A comparative review
    • Fitch WT (2000) The evolution of speech: A comparative review. Trends Cogn Sci 4:258-267.
    • (2000) Trends Cogn Sci , vol.4 , pp. 258-267
    • Fitch, W.T.1
  • 44
    • 76049129459 scopus 로고    scopus 로고
    • Monkeys recognize the faces of group mates in photographs
    • Pokorny JJ, de Waal FBM (2009) Monkeys recognize the faces of group mates in photographs. Proc Natl Acad Sci USA 106:21539-21543.
    • (2009) Proc Natl Acad Sci USA , vol.106 , pp. 21539-21543
    • Pokorny, J.J.1    De Waal, F.B.M.2
  • 45
    • 32944454961 scopus 로고    scopus 로고
    • Social status gates social attention in monkeys [2]
    • DOI 10.1016/j.cub.2006.02.013, PII S0960982206011249
    • Shepherd SV, Deaner RO, Platt ML (2006) Social status gates social attention in monkeys. Curr Biol 16:R119-R120. (Pubitemid 43259334)
    • (2006) Current Biology , vol.16 , Issue.4
    • Shepherd, S.V.1    Deaner, R.O.2    Platt, M.L.3
  • 46
    • 33751022254 scopus 로고    scopus 로고
    • Perceptual considerations in the use of colored photographic and video stimuli to study nonhuman primate behavior
    • DOI 10.1002/ajp.20303
    • Waitt C, Buchanan-Smith HM (2006) Perceptual considerations in the use of colored photographic and video stimuli to study nonhuman primate behavior. Am J Primatol 68:1054-1067. (Pubitemid 44759515)
    • (2006) American Journal of Primatology , vol.68 , Issue.11 , pp. 1054-1067
    • Waitt, C.1    Buchanan-Smith, H.M.2
  • 47
    • 0031597511 scopus 로고    scopus 로고
    • Social stimuli and social rewards in primate learning and cognition
    • Anderson JR (1998) Social stimuli and social rewards in primate learning and cognition. Behav Process 42:159-175.
    • (1998) Behav Process , vol.42 , pp. 159-175
    • Anderson, J.R.1
  • 48
    • 0034111225 scopus 로고    scopus 로고
    • Picture recognition in animals and humans
    • DOI 10.1016/S0166-4328(00)00146-7, PII S0166432800001467
    • Bovet D, Vauclair J (2000) Picture recognition in animals and humans. Behav Brain Res 109:143-165. (Pubitemid 30179665)
    • (2000) Behavioural Brain Research , vol.109 , Issue.2 , pp. 143-165
    • Bovet, D.1    Vauclair, J.2
  • 49
  • 50
    • 84950377558 scopus 로고
    • Recognizing friends by their walk: Gait perception without familiarity cues
    • Cutting JE, Kozlowski LT (1977) Recognizing friends by their walk: Gait perception without familiarity cues. Bull Psychon Soc 9:353-356.
    • (1977) Bull Psychon Soc , vol.9 , pp. 353-356
    • Cutting, J.E.1    Kozlowski, L.T.2
  • 51
    • 0022537103 scopus 로고
    • Recognition of kin through characteristic body odors
    • Porter RH, Balogh RD, Cernoch JM, Franchi C (1986) Recognition of kin through characteristic body odors. Chem Senses 11:389-395. (Pubitemid 16040823)
    • (1986) Chemical Senses , vol.11 , Issue.3 , pp. 389-395
    • Porter, R.H.1    Balogh, R.D.2    Cernoch, J.M.3    Franchi, C.4
  • 52
    • 0026775192 scopus 로고
    • Recognition of familiar individuals by touch
    • Kaitz M (1992) Recognition of familiar individuals by touch. Physiol Behav 52:565-567.
    • (1992) Physiol Behav , vol.52 , pp. 565-567
    • Kaitz, M.1
  • 53
    • 27644544668 scopus 로고    scopus 로고
    • Perceptions of moral character modulate the neural systems of reward during the trust game
    • DOI 10.1038/nn1575, PII N1575
    • Delgado MR, Frank RH, Phelps EA (2005) Perceptions of moral character modulate the neural systems of reward during the trust game. Nat Neurosci 8:1611-1618. (Pubitemid 41573677)
    • (2005) Nature Neuroscience , vol.8 , Issue.11 , pp. 1611-1618
    • Delgado, M.R.1    Frank, R.H.2    Phelps, E.A.3
  • 54
    • 0038112094 scopus 로고    scopus 로고
    • Facial expressions linked to monkey calls
    • DOI 10.1038/423937a
    • Ghazanfar AA, Logothetis NK (2003) Neuroperception: Facial expressions linked to monkey calls. Nature 423:937-938. (Pubitemid 36806899)
    • (2003) Nature , vol.423 , Issue.6943 , pp. 937-938
    • Ghazanfar, A.A.1    Logothetis, N.K.2
  • 55
    • 33847268177 scopus 로고    scopus 로고
    • Vocal-tract resonances as indexical cues in rhesus monkeys
    • Ghazanfar AA, et al. (2007) Vocal-tract resonances as indexical cues in rhesus monkeys. Curr Biol 17:425-430.
    • (2007) Curr Biol , vol.17 , pp. 425-430
    • Ghazanfar, A.A.1
  • 56
    • 20144375593 scopus 로고    scopus 로고
    • Monkeys match the number of voices they hear to the number of faces they see
    • DOI 10.1016/j.cub.2005.04.056, PII S0960982205004823
    • Jordan KE, Brannon EM, Logothetis NK, Ghazanfar AA (2005) Monkeys match the number of voices they hear to the number of faces they see. Curr Biol 15:1034-1038. (Pubitemid 40772151)
    • (2005) Current Biology , vol.15 , Issue.11 , pp. 1034-1038
    • Jordan, K.E.1    Brannon, E.M.2    Logothetis, N.K.3    Ghazanfar, A.A.4
  • 58
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data with the EM algorithm
    • Dempster AP, Laird NM, Rubin DB (1977) Maximum likelihood from incomplete data with the EM algorithm. J R Stat Soc Ser A 39:1-38.
    • (1977) J R Stat Soc Ser A , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3


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