Manipulating opportunity¶
Kim, P. T. (2020). Manipulating opportunity. Yale Law Journal, 1276-1340.
Cited by¶
1 citation across 1 artifact.
Each citation links to the sentence it supports in the citing article.
Primes¶
- No One Is Above the Rules
- Algorithmic systems require similar discipline: if a machine-learning model is deployed to screen job applicants, the company using it must apply equivalent scrutiny to human hiring decisions by those exempt from the algorithm, a parity Kim (2020) develops in arguing that equal-protection doctrine should apply to algorithmic decision systems with no less rigor than to the human officials whose authority they extend.
This sourceArgues that algorithmic decision systems used in employment, credit, and other gatekeeping contexts must be subject to the same equal-protection and antidiscrimination constraints applied to the human officials they replace or augment; rejects treating algorithmic decisions as exempt from uniform rule-application.
- Algorithmic systems require similar discipline: if a machine-learning model is deployed to screen job applicants, the company using it must apply equivalent scrutiny to human hiring decisions by those exempt from the algorithm, a parity Kim (2020) develops in arguing that equal-protection doctrine should apply to algorithmic decision systems with no less rigor than to the human officials whose authority they extend.
Verification¶
Does it exist? Not checked yet. This entry carries no identifier to resolve. It was extracted from the citation as written in the article, normalized, and deduplicated against the rest of the registry.
Does it back the claim? Not recorded. The single citation of this work carries no recorded support check.
Was it audited? Yes. A second, independent pass read the citation against the article text and recorded a verdict.
Support is checked per citation rather than per work — the same source can be cited soundly in one article and wrongly in another. Per-citation recording began recently, so a citation with no recorded check is a gap in the record rather than evidence it went unchecked.
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Registry ID ref:7307d65a6edd · see in the full table