Bias detectives: the researchers striving to make algorithms fair

As machine learning infiltrates society, scientists are trying to help ward off injustice. As machine learning infiltrates society, scientists are trying to help ward off injustice.

Saved in:
Bibliographic Details
Published inNature (London) Vol. 558; no. 7710; pp. 357 - 360
Main Author Courtland, Rachel
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 01.06.2018
Nature Publishing Group
Subjects
Online AccessGet full text
ISSN0028-0836
1476-4687
1476-4687
DOI10.1038/d41586-018-05469-3

Cover

Abstract As machine learning infiltrates society, scientists are trying to help ward off injustice. As machine learning infiltrates society, scientists are trying to help ward off injustice.
AbstractList As machine learning infiltrates society, scientists are trying to help ward off injustice.
As machine learning infiltrates society, scientists are trying to help ward off injustice.As machine learning infiltrates society, scientists are trying to help ward off injustice.
As machine learning infiltrates society, scientists are trying to help ward off injustice. As machine learning infiltrates society, scientists are trying to help ward off injustice.
Audience Academic
Author Courtland, Rachel
Author_xml – sequence: 1
  givenname: Rachel
  surname: Courtland
  fullname: Courtland, Rachel
BackLink https://www.ncbi.nlm.nih.gov/pubmed/29925973$$D View this record in MEDLINE/PubMed
BookMark eNqN0stu1DAUBmALFdFp4QVYoAg2IJTiS3wJu2HEpVIFEhSxtBznJOOSy9R2Cn17XDIgBg0V8iKS8_1O9B8foYNhHAChhwSfEMzUi7ogXIkcE5VjXogyZ3fQghRS5IVQ8gAtMKbplWLiEB2FcIEx5kQW99AhLUvKS8kWaPnKmZDVEMFGdwXhZRbXkHkIYLxdgw9ZiN5duaHN4pj15itkpmtH7-K6D1ljnL-P7jamC_Bg-zxGn9-8Pl-9y88-vD1dLc9yWzDFciAVKRTnDASVFrgghuNK1biuLcFKClqrQjHV1LaUmArOmqrkqhIMVMUMsGPE5nOnYWOuv5mu0xvveuOvNcH6phA9F6JTIfpnIZql1NM5tfHj5QQh6t4FC11nBhinoCnmUklccpzok5m2pgPthmaM3tgbrpdcUlHQkpVJ5XtUCwN406X5NC5t7_jHe7zduEv9JzrZg9KqoXd276nPdgLJRPgeWzOFoE8_fdy1z_9tl-dfVu939aNtYVPVQ_27419XJgE6A-vHEDw0_zcG9VfIumiiS7_ijetuj27nHtJ3hha8vhgnP6SrdlvqBwsa7lY
CitedBy_id crossref_primary_10_1108_JCP_02_2018_0005
crossref_primary_10_1002_admt_201900720
crossref_primary_10_1016_j_techum_2024_05_001
crossref_primary_10_1108_OIR_10_2018_0332
crossref_primary_10_1016_S2589_7500_20_30275_2
crossref_primary_10_1177_1071181322661356
crossref_primary_10_1016_j_wneu_2020_10_171
crossref_primary_10_1016_j_caeai_2022_100107
crossref_primary_10_1016_j_giq_2022_101758
crossref_primary_10_1057_s41599_022_01473_1
crossref_primary_10_1016_j_stueduc_2020_100872
crossref_primary_10_2196_43251
crossref_primary_10_1177_2378023119871580
crossref_primary_10_1007_s11948_020_00266_6
crossref_primary_10_1007_s12525_020_00441_4
crossref_primary_10_1093_migration_mnaa003
crossref_primary_10_1080_02529203_2024_2367319
crossref_primary_10_3389_fmed_2021_647897
crossref_primary_10_3389_frai_2022_976838
crossref_primary_10_3390_su13116037
crossref_primary_10_1002_adma_202400977
crossref_primary_10_5406_21521123_62_1_03
crossref_primary_10_1007_s43681_024_00533_3
crossref_primary_10_1108_PR_04_2023_0300
crossref_primary_10_1016_j_artint_2020_103349
crossref_primary_10_3390_app11209611
crossref_primary_10_1038_s41467_019_14108_y
crossref_primary_10_1016_j_annpat_2019_01_003
crossref_primary_10_1093_jamia_ocae209
crossref_primary_10_1016_j_telpol_2020_101961
crossref_primary_10_1055_a_1369_2938
crossref_primary_10_1177_00346446231226402
crossref_primary_10_1021_acs_jchemed_4c00249
crossref_primary_10_1080_0960085X_2024_2395531
crossref_primary_10_1186_s12910_020_0457_8
crossref_primary_10_1007_s13347_019_00352_z
crossref_primary_10_1016_j_jsis_2021_101683
crossref_primary_10_1109_MC_2020_3006623
crossref_primary_10_3917_jie_pr1_0157
crossref_primary_10_1057_s41599_021_00750_9
crossref_primary_10_1007_s00103_019_02958_2
crossref_primary_10_2139_ssrn_3226913
crossref_primary_10_26425_1816_4277_2024_3_176_185
crossref_primary_10_1007_s11192_023_04636_2
crossref_primary_10_3390_fi12120218
crossref_primary_10_1111_ropr_12567
crossref_primary_10_1177_0170840619899886
crossref_primary_10_3390_su12229435
crossref_primary_10_34925_EIP_2023_150_1_285
crossref_primary_10_4000_ethiquepublique_6566
crossref_primary_10_1111_ced_14726
crossref_primary_10_34133_icomputing_0083
crossref_primary_10_1007_s11899_020_00575_4
crossref_primary_10_1016_S2352_3026_20_30121_6
crossref_primary_10_1098_rsta_2017_0364
crossref_primary_10_3917_jie_044_0001
crossref_primary_10_4000_ethiquepublique_4429
crossref_primary_10_1177_14604582241291410
crossref_primary_10_3390_make3010014
crossref_primary_10_7861_fhj_2020_0233
crossref_primary_10_5334_aogh_3206
crossref_primary_10_1111_phc3_12760
crossref_primary_10_1021_acsestwater_4c00881
crossref_primary_10_1016_j_ipm_2019_102169
crossref_primary_10_1109_MTS_2021_3056284
crossref_primary_10_1186_s40537_019_0177_4
crossref_primary_10_1108_JICES_01_2025_0010
crossref_primary_10_1002_bsl_2465
crossref_primary_10_1177_20539517211013569
crossref_primary_10_2196_12529
crossref_primary_10_1177_0840470419843831
crossref_primary_10_1287_ited_2021_0251ca
crossref_primary_10_1177_1477370819876762
crossref_primary_10_1080_09613218_2020_1794778
crossref_primary_10_1108_JEA_10_2020_0216
crossref_primary_10_1109_MCE_2021_3075329
crossref_primary_10_1111_issj_12306
crossref_primary_10_1016_j_jrt_2020_100005
crossref_primary_10_1016_j_jsis_2023_101774
crossref_primary_10_1080_17843286_2019_1708152
crossref_primary_10_3389_fpsyg_2020_594941
crossref_primary_10_1038_s41746_022_00679_6
crossref_primary_10_1080_1359432X_2019_1681401
crossref_primary_10_1371_journal_pone_0231189
crossref_primary_10_1002_uog_21929
crossref_primary_10_3790_sfo_2024_1432903
crossref_primary_10_1056_NEJMms1904869
crossref_primary_10_1016_j_tcs_2021_01_013
crossref_primary_10_1016_j_watres_2025_123541
Cites_doi 10.1126/scirobotics.aan6080
ContentType Journal Article
Copyright Springer Nature Limited 2018
COPYRIGHT 2018 Nature Publishing Group
Copyright_xml – notice: Springer Nature Limited 2018
– notice: COPYRIGHT 2018 Nature Publishing Group
DBID AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
ATWCN
7X8
ADTOC
UNPAY
DOI 10.1038/d41586-018-05469-3
DatabaseName CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
Gale In Context: Middle School
MEDLINE - Academic
Unpaywall for CDI: Periodical Content
Unpaywall
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
MEDLINE - Academic
DatabaseTitleList






Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
– sequence: 3
  dbid: UNPAY
  name: Unpaywall
  url: https://proxy.k.utb.cz/login?url=https://unpaywall.org/
  sourceTypes: Open Access Repository
DeliveryMethod fulltext_linktorsrc
Discipline Sciences (General)
Physics
EISSN 1476-4687
EndPage 360
ExternalDocumentID 10.1038/d41586-018-05469-3
A572642939
29925973
10_1038_d41586_018_05469_3
Genre Journal Article
GroupedDBID ---
--Z
-DZ
-ET
-~X
.55
.CO
.XZ
07C
0R~
0WA
123
186
1OL
1VR
29M
2KS
2XV
39C
41X
53G
5RE
6TJ
70F
7RV
7X2
7X7
7XC
85S
88E
88I
8AF
8AO
8C1
8CJ
8FE
8FG
8FH
8FI
8FJ
8G5
8R4
8R5
8WZ
97F
97L
A6W
A7Z
AAHBH
AAHTB
AAIKC
AAKAB
AAMNW
AASDW
AAYEP
AAYZH
ABDQB
ABFSI
ABIVO
ABJCF
ABJNI
ABLJU
ABOCM
ABPEJ
ABPPZ
ABUWG
ABWJO
ABZEH
ACBEA
ACBWK
ACGFO
ACGFS
ACGOD
ACIWK
ACKOT
ACMJI
ACNCT
ACPRK
ACWUS
ADBBV
ADFRT
ADUKH
AENEX
AEUYN
AFFNX
AFKRA
AFLOW
AFRAH
AFSHS
AGAYW
AGHSJ
AGNAY
AGSOS
AHMBA
AHSBF
AIDAL
AIDUJ
ALFFA
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AMTXH
ARAPS
ARMCB
ASPBG
ATCPS
ATWCN
AVWKF
AXYYD
AZFZN
AZQEC
BBNVY
BCU
BEC
BENPR
BGLVJ
BHPHI
BIN
BKEYQ
BKKNO
BKSAR
BPHCQ
BVXVI
CCPQU
CJ0
CS3
D1I
D1J
D1K
DU5
DWQXO
E.-
E.L
EAP
EBS
EE.
EJD
EMH
EPS
ESX
EX3
EXGXG
F5P
FEDTE
FQGFK
FSGXE
FYUFA
GNUQQ
GUQSH
HCIFZ
HG6
HMCUK
HVGLF
HZ~
I-F
IAO
ICQ
IEA
IEP
IGS
IH2
IHR
INH
INR
IOF
IPY
ISR
ITC
K6-
KB.
KOO
L6V
L7B
LK5
LK8
LSO
M0K
M1P
M2M
M2O
M2P
M7P
M7R
M7S
N9A
NAPCQ
NEJ
NEPJS
O9-
OBC
OES
OHH
OMK
OVD
P2P
P62
PATMY
PCBAR
PDBOC
PHGZT
PQQKQ
PROAC
PSQYO
PSYQQ
PTHSS
PYCSY
Q2X
R05
RND
RNS
RNT
RNTTT
RXW
S0X
SC5
SHXYY
SIXXV
SJFOW
SJN
SNYQT
SOJ
SV3
TAE
TAOOD
TBHMF
TDRGL
TEORI
TN5
TSG
TWZ
U5U
UIG
UKHRP
UKR
UMD
UQL
VQA
VVN
WH7
WOW
X7M
XIH
XKW
XZL
Y6R
YAE
YCJ
YFH
YNT
YOC
YQT
YR2
YR5
YXB
YZZ
ZCA
ZE2
~02
~7V
~88
~KM
AARCD
AAYXX
ABFSG
ACSTC
ADXHL
AFANA
ALPWD
ATHPR
CITATION
PHGZM
PJZUB
PPXIY
PQGLB
PUEGO
TUS
.-4
.GJ
.HR
00M
08P
1CY
1VW
354
3EH
3O-
4.4
41~
42X
4R4
663
79B
9M8
A8Z
AAJYS
AAKAS
AAVBQ
ABAWZ
ABDBF
ABDPE
ABEFU
ABNNU
ACBNA
ACBTR
ACRPL
ACTDY
ACUHS
ADGHP
ADNMO
ADRHT
ADYSU
ADZCM
AETEA
AEZWR
AFBBN
AFFDN
AFHIU
AFHKK
AGCDD
AGGDT
AGQPQ
AHWEU
AIXLP
AIYXT
AJUXI
APEBS
ARTTT
B0M
BCR
BDKGC
BES
BKOMP
BLC
CGR
CUY
CVF
DB5
DO4
EAD
EAS
EAZ
EBC
EBD
EBO
ECC
ECM
EIF
EMB
EMF
EMK
EMOBN
EPL
ESE
ESN
FA8
FAC
J5H
L-9
LGEZI
LOTEE
MVM
N4W
NADUK
NFIDA
NPM
NXXTH
ODYON
OHT
P-O
PEA
PM3
PV9
QS-
R4F
RHI
SKT
TH9
TUD
UBY
UHB
USG
VOH
X7L
XOL
YJ6
YQI
YQJ
YV5
YXA
YYP
YYQ
ZCG
ZGI
ZHY
ZKB
ZY4
~8M
~G0
ABUFD
AGSTI
ACMFV
AEIIB
PMFND
7X8
ADTOC
AFKWF
UNPAY
ID FETCH-LOGICAL-c4383-e1b148553e627ce561a50b8d0ddc108762d84838fdc9702653fb958b63e8b3ae3
IEDL.DBID UNPAY
ISSN 0028-0836
1476-4687
IngestDate Tue Aug 19 19:45:32 EDT 2025
Thu Oct 02 10:39:16 EDT 2025
Mon Oct 20 22:31:16 EDT 2025
Thu Jun 12 23:46:12 EDT 2025
Tue Jun 10 15:34:48 EDT 2025
Mon Oct 20 16:44:19 EDT 2025
Thu Oct 16 15:26:59 EDT 2025
Thu Oct 16 14:59:10 EDT 2025
Mon Jul 21 06:08:09 EDT 2025
Wed Oct 01 01:41:54 EDT 2025
Thu Apr 24 23:02:13 EDT 2025
Mon Mar 03 15:05:38 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 7710
Keywords Computer science
Technology
Society
Language English
License https://www.springernature.com/gp/researchers/text-and-data-mining
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c4383-e1b148553e627ce561a50b8d0ddc108762d84838fdc9702653fb958b63e8b3ae3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 23
OpenAccessLink https://proxy.k.utb.cz/login?url=https://media.nature.com/original/magazine-assets/d41586-018-05469-3/d41586-018-05469-3.pdf
PMID 29925973
PQID 2057870950
PQPubID 23479
PageCount 4
ParticipantIDs unpaywall_primary_10_1038_d41586_018_05469_3
proquest_miscellaneous_2057870950
gale_infotracmisc_A572642939
gale_infotracgeneralonefile_A572642939
gale_infotraccpiq_572642939
gale_infotracacademiconefile_A572642939
gale_incontextgauss_ISR_A572642939
gale_incontextgauss_ATWCN_A572642939
pubmed_primary_29925973
crossref_primary_10_1038_d41586_018_05469_3
crossref_citationtrail_10_1038_d41586_018_05469_3
springer_journals_10_1038_d41586_018_05469_3
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2018-06-00
PublicationDateYYYYMMDD 2018-06-01
PublicationDate_xml – month: 06
  year: 2018
  text: 2018-06-00
PublicationDecade 2010
PublicationPlace London
PublicationPlace_xml – name: London
– name: England
PublicationTitle Nature (London)
PublicationTitleAbbrev Nature
PublicationTitleAlternate Nature
PublicationYear 2018
Publisher Nature Publishing Group UK
Nature Publishing Group
Publisher_xml – name: Nature Publishing Group UK
– name: Nature Publishing Group
References CM15853082_CR1
A. Chouldechova (CM15853082_CR2) 2018; 81
D Reisman (CM15853082_CR3) 2018
S. Wachter (CM15853082_CR4) 2017; 2
References_xml – ident: CM15853082_CR1
– volume: 2
  start-page: eaan6080
  year: 2017
  ident: CM15853082_CR4
  publication-title: Sci. Robotics
  doi: 10.1126/scirobotics.aan6080
– volume-title: Algorithmic Impact Assessments: A Practical Framework for Public Agency Accountability
  year: 2018
  ident: CM15853082_CR3
– volume: 81
  start-page: 134
  year: 2018
  ident: CM15853082_CR2
  publication-title: Proc. Machine Learn. Res.
SSID ssj0005174
Score 2.260536
Snippet As machine learning infiltrates society, scientists are trying to help ward off injustice. As machine learning infiltrates society, scientists are trying to...
As machine learning infiltrates society, scientists are trying to help ward off injustice.
As machine learning infiltrates society, scientists are trying to help ward off injustice.As machine learning infiltrates society, scientists are trying to...
SourceID unpaywall
proquest
gale
pubmed
crossref
springer
SourceType Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 357
SubjectTerms 639/705/117
706/689/522
706/703/559
Algorithms
Bias
Child abuse
Machine learning
Machine Learning - ethics
Machine Learning - standards
Methods
News Feature
Research Personnel - ethics
Scientific communication
Scientists
Social Justice
Truth Disclosure
Title Bias detectives: the researchers striving to make algorithms fair
URI https://link.springer.com/article/10.1038/d41586-018-05469-3
https://www.ncbi.nlm.nih.gov/pubmed/29925973
https://www.proquest.com/docview/2057870950
https://media.nature.com/original/magazine-assets/d41586-018-05469-3/d41586-018-05469-3.pdf
UnpaywallVersion publishedVersion
Volume 558
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVPQU
  databaseName: Health & Medical Collection
  customDbUrl:
  eissn: 1476-4687
  dateEnd: 20241102
  omitProxy: true
  ssIdentifier: ssj0005174
  issn: 0028-0836
  databaseCode: 7X7
  dateStart: 19880107
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/healthcomplete
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl: http://www.proquest.com/pqcentral?accountid=15518
  eissn: 1476-4687
  dateEnd: 20241102
  omitProxy: true
  ssIdentifier: ssj0005174
  issn: 0028-0836
  databaseCode: BENPR
  dateStart: 19880107
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Technology Collection
  customDbUrl:
  eissn: 1476-4687
  dateEnd: 20241102
  omitProxy: true
  ssIdentifier: ssj0005174
  issn: 0028-0836
  databaseCode: 8FG
  dateStart: 19900104
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/technologycollection1
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Public Health Database
  customDbUrl:
  eissn: 1476-4687
  dateEnd: 20241102
  omitProxy: true
  ssIdentifier: ssj0005174
  issn: 0028-0836
  databaseCode: 8C1
  dateStart: 19880107
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/publichealth
  providerName: ProQuest
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3fb9MwELa2Vgh4ADZ-lY0qoAmGWLqkTmKHt6xaGUhU01hFEQ-W7ThlWpsWkgqB-OM5J07VTNUED7z4Ib5Y8dl39zn2fUZoDzBxKLEiNpGOZ3te4ts8FMKGcADgOQEEUmTIfRgEJ0Pv_cgfbaAvVS5MkS_RKUktC0dd3Q91ODWEyzaASpVnhzGEHqpXw9QG2BGENl7zqDOPk03UDHwA6g3UHA5Oo8-rvMxF7hEJbC-gxKTUOJiuaagWtq4675XotdxOvY1uLtI5__mDTyYrEat_F_2u-loeVLnsLHLRkb-u0ED-J2XcQ3cM0rWicmpuoQ2VbqMbxYlTmW2jLeNVMmvfUF-_uo-iowueWbHKSzecvbEAn1qGkEgjVUtfM6L_gVj5zJryS2XxyRi-N_86zSy9N_UADfvH570T21zyYEvNkmorV7iaoAaroEukAjjHfUfQ2Ilj6Wq-vG5MPYppEsuQwILRx4kIfSoCrKjAXOGHqJHOUvUYWUHoxQkloQy44wmiKHaVqynuVBAnQvAWcqsxZNIwoOuLOCas2InHlJU6Y6AzVuiM4RZ6vXxnXvJ_XCu9p6cG08QaqT65M-aLLGPR-afegEU-AfQJ8CpsoefrxN59PKsJvTRCyQy-UnKTLwF91ZRdNcmdmqScX3xjK7UvarXjckzXNbNbEwQ_I2vVz6r5znSVPpyXqtkiY12ncPuh77TQo9IQlroCtAMLbAKaOagsgxkvmV2ryIOl9fyF3p_8m_gOutUt7EKbxy5q5N8X6ilgy1y00SYZEShpz9Vl_20bNY-OB6dnbeM9_gCLNmq_
linkProvider Unpaywall
linkToUnpaywall http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3db9MwED-NTgh4ADa-ygYyaOJDzF1S58PhrUxMA4kJwSqGeLBsxynT2rSQVAjEH885capmqiZ44DV3sZyz7-7n2PczwA5i4kQzE9NYewENgiykMlGKYjpA8JwhAqkq5N4dRYfD4O1JeLIGX5pamKpeoleTWlaBurkfam_iCJcpgkpTFnspph5uV8OcIuyIEspWPOrN0uwSrEchAvUOrA-P3g8-L_MyV7VHcUSDiMeupMZjfEVDrbR1PngvZa_Fduo1uDLPZ_LnDzkeL2Wsgxvwu_nW-qDKWW9eqp7-dY4G8j8Z4yZcd0iXDOqpuQFrJt-Ey9WJU11swoaLKgV55qivn9-CwatTWZDUlHUYLl4SxKfEERJZpErsNSP2Hwgpp2QizwyR4xH2t_w6KYjdm7oNw4PXx_uH1F3yQLVlSaXGV74lqGEm6sfaIJyToad46qWp9i1fXj_lAWc8S3US44IxZJlKQq4iZrhi0rA70MmnubkHJEqCNONxoiPpBSo2nPnGtxR3JkozpWQX_GYMhXYM6PYijrGoduIZF7XNBNpMVDYTrAsvFu_Mav6PC7V37NQQllgjtyd3RnJeFGJw_Gn_SAzCGNEnwqukC49Xqb35-KGl9NQpZVPspZauXgK_1VJ2tTS3Wpp6dvpNLEmftKSjekxXNbPdUsQ4o1viR818F1ZkD-flZjovRN-rwn4Sel24WzvCwlaIdnCBHaNldhvPEC5KFhcacnfhPX9h9_v_pr4FV_uVX1j32IZO-X1uHiC2LNVDFyP-APpTZos
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Bias+detectives%3A+the+researchers+striving+to+make+algorithms+fair&rft.jtitle=Nature+%28London%29&rft.au=Courtland%2C+Rachel&rft.date=2018-06-01&rft.pub=Nature+Publishing+Group&rft.issn=0028-0836&rft.volume=558&rft.issue=7710&rft.spage=357&rft_id=info:doi/10.1038%2Fd41586-018-05469-3&rft.externalDBID=ISR&rft.externalDocID=A572642939
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0028-0836&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0028-0836&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0028-0836&client=summon