Platforms should give vetted external researchers a privacy-preserving API for studying ranking effects.
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type: ScholarlyArticle
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abstract: Platforms should give vetted external researchers a privacy-preserving API for studying ranking effects.
text: Platforms should give vetted external researchers a privacy-preserving API for studying ranking effects.
date created: 2026-07-03T06:24:52.342Z
date published: 2026-07-03T06:24:52.342Z
date modified: 2026-07-03T06:24:52.342Z
author: Person
publisher: Isonomia
is part of: Deliberation
has conclusion: https://www.isonomia.app/c/3432dc62ef82321f9ee2171ce0d3cd24497a3619df0940aa2fe14f632af7576a
has premise: https://www.isonomia.app/c/b1a6eaa690c999dc39a223daee8c1005f1d337e3d59c80a5c5aa588187474ae7
uses scheme: Practical Reasoning (Goal→Means→Ought)
applies scheme key: practical_reasoning
dialectical status: PropertyValue
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  incoming supports: 0
  critical questions required: 6
  critical questions answered: 1
  critical questions open: 5
  standing score: 0.333
  is tested: false
attestation: PropertyValue
  permalink: Platforms should give vetted external researchers a privacy-preserving API for studying ranking effects.
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  retrieved at: 2026-08-30T19:19:02.544Z

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Deliberation
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https://www.isonomia.app/c/3432dc62ef82321f9ee2171ce0d3cd24497a3619df0940aa2fe14f632af7576a
type: Claim
type: InformationNode
text: Platforms should give vetted external researchers a privacy-preserving API for studying ranking effects.

https://www.isonomia.app/c/b1a6eaa690c999dc39a223daee8c1005f1d337e3d59c80a5c5aa588187474ae7
type: Claim
type: InformationNode
text: Privacy-preserving research APIs let independent researchers measure ranking effects without exposing individual user data.

Practical Reasoning (Goal→Means→Ought)
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