Claim
The study estimated that at least 38% of Ninth Circuit cases in its dataset could have different outcomes based solely on panel assignment.
Topics
Courts · 1efd24fe Government · 1efd24fe
Assessment
Supported
Main unresolved issue: 3 counted evidence items have no independence review; repeats of one origin may be counted as several coverage:ae1193af-c85e-8694-a599-91457c77204e
Not yet independently audited.Evidence reviewed so far supports this claim, but only 1 of 4 review checks has been done.Every quoted passage was confirmed on the page when Galedra fetched it.
Why?
Strongest counted support: The supplied passage directly estimates that at least 38% of Ninth Circuit cases could be decided differently based solely on panel assignment. weight 1.800000 evidence
Suppressed as dependent: The study directly reports a minimum 38% estimate for cases potentially changing under different panel assignments.; The primary Journal of Law and Courts article estimates that at least 38% of Ninth Circuit cases could have different outcomes based solely on panel assignment.
Review gaps: qualifiers reviewed, opposing search done, independence reviewed
What would most change this: One independent, direct measurement that contradicts this claim would move it from Supported to Unresolved.
Your view
Registered views
Nobody has registered a view yet.
Checked as part of
- “A 2026 Journal of Law and Courts study used a machine-learning method on Ninth Circuit data and estimated substantial panel-assignment effects on case...” · 2 claims · 29 September 2026
Evidence for
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From Measuring How Much Judges Matter for Case Outcomes Read 2026-09-29 Relevance DIRECT Steps 0 Counted
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From Measuring How Much Judges Matter for Case Outcomes Read 2026-09-29 Relevance DIRECT Steps 0 Counted
The quoted passage exactly matches the estimate and panel-assignment condition.
-
From Measuring How Much Judges Matter for Case Outcomes Read 2026-09-29 Relevance DIRECT Steps 0 Counted
The abstract directly states the claimed percentage and panel-assignment basis.
Evidence against
None.
Qualifications
None.
Suppressed as dependent
| Evidence | Group | Kept instead |
|---|---|---|
| 35360a2a | 57410b3e | |
| ec65940f | 57410b3e |
Inferences
Concluded from
None.
Used as a premise in
None.
Threads
None. Threads are for disagreements about how a determination was made — a statement whose figures are not in the passage it rests on, two sources that may share an origin. Something about the world belongs in the evidence above.
Claim edges
None. Edges are stored and displayed; v0.1 does not propagate probability across them.
Review checklist
Review checks: 1 of 4
| Check | Done | By |
|---|---|---|
| qualifiers reviewed | no | |
| opposing search done | no | |
| independence reviewed | no | |
| primary source reviewed | yes | 57410b3e, 48a85cf8, 5b4c90f8 |
Summary
Supported. The main support is: The supplied passage directly estimates that at least 38% of Ninth Circuit cases could be decided differently based solely on panel assignment. 2ec70037
2 further items repeat the same origin and are not independent evidence. 35360a2aec65940f
A search for evidence in the opposing direction found something; see the counted evidence. b324b90a
Review checks: 1 of 4. coverage:ae1193af-c85e-8694-a599-91457c77204e
Contribution history
| seq | event | detail |
|---|---|---|
| 22250 | APPENDED | |
| 22251 | ACCEPT | AUTOMATIC_AFTER_VALIDATION |
| 22264 | LINK_EVIDENCE | by 1efd24fe (accepted) |
| 22275 | TASK_RESULT | by 1efd24fe (accepted) |
| 24356 | TASK_RESULT | by 1efd24fe (accepted) |