Score breakdown

Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings

paper-0088 · paper · 2016

Tolga Bolukbasi et al.

Demonstrated social bias embedded in learned representations.

Academic, score -0.1898

MetricStatusValueNorm.WeightContributionSourceConfidenceProvenance
citation_countpresent1362.00.0061260.50.003063OpenAlexhighlink
library_holdingsmissingrecorded as missing, penalized by rule, never imputed−0.1recorded as missing; penalized by rule, never imputed
readership_persistencepresent10.00.6428570.050.032143OpenAlexmediumlink
syllabus_adoptionsmissingrecorded as missing, penalized by rule, never imputed−0.125recorded as missing; penalized by rule, never imputed

Broad Influence, score 0.0584

MetricStatusValueNorm.WeightContributionSourceConfidenceProvenance
citation_countpresent1362.00.0061260.20.001225OpenAlexhighlink
library_holdingsmissingrecorded as missing, penalized by rule, never imputed−0.125recorded as missing; penalized by rule, never imputed
readership_persistencepresent10.00.6428570.40.257143OpenAlexmediumlink
syllabus_adoptionsmissingrecorded as missing, penalized by rule, never imputed−0.075recorded as missing; penalized by rule, never imputed

Governance Practitioner, score -0.2592

MetricStatusValueNorm.WeightContributionSourceConfidenceProvenance
citation_countpresent1362.00.0061260.250.001532OpenAlexhighlink
library_holdingsmissingrecorded as missing, penalized by rule, never imputed−0.15recorded as missing; penalized by rule, never imputed
readership_persistencepresent10.00.6428570.10.064286OpenAlexmediumlink
syllabus_adoptionsmissingrecorded as missing, penalized by rule, never imputed−0.175recorded as missing; penalized by rule, never imputed

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