Score breakdown

Frontier AI Regulation: Managing Emerging Risks to Public Safety

paper-0157 · paper · 2023

Markus Anderljung et al.

The reference proposal for frontier-model regulatory architecture.

Academic, score -0.2141

MetricStatusValueNorm.WeightContributionSourceConfidenceProvenance
citation_countpresent73.00.0003240.50.000162OpenAlexhighlink
library_holdingsmissingrecorded as missing, penalized by rule, never imputed−0.1recorded as missing; penalized by rule, never imputed
readership_persistencepresent4.00.2142860.050.010714OpenAlexmediumlink
syllabus_adoptionsmissingrecorded as missing, penalized by rule, never imputed−0.125recorded as missing; penalized by rule, never imputed

Broad Influence, score -0.1142

MetricStatusValueNorm.WeightContributionSourceConfidenceProvenance
citation_countpresent73.00.0003240.26.5e-05OpenAlexhighlink
library_holdingsmissingrecorded as missing, penalized by rule, never imputed−0.125recorded as missing; penalized by rule, never imputed
readership_persistencepresent4.00.2142860.40.085714OpenAlexmediumlink
syllabus_adoptionsmissingrecorded as missing, penalized by rule, never imputed−0.075recorded as missing; penalized by rule, never imputed

Governance Practitioner, score -0.3035

MetricStatusValueNorm.WeightContributionSourceConfidenceProvenance
citation_countpresent73.00.0003240.258.1e-05OpenAlexhighlink
library_holdingsmissingrecorded as missing, penalized by rule, never imputed−0.15recorded as missing; penalized by rule, never imputed
readership_persistencepresent4.00.2142860.10.021429OpenAlexmediumlink
syllabus_adoptionsmissingrecorded as missing, penalized by rule, never imputed−0.175recorded as missing; penalized by rule, never imputed

A rank is not a verdict on intrinsic worth. It is a transparent output of declared evidence, weights, and missing-data rules at a specific release date.

Disagree with this rank or a number? Challenge it with your evidence. Every challenge gets a public identifier and a published resolution.