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Record W6995929217

Political Wine in a Judicial Bottle: Justice Sotomayor's Surprising Concurrence in <em>Aurelius</em>

2020· article· en· W6995929217 on OpenAlexaff

Bibliographic record

VenueeYLS (Yale Law School) · 2020
Typearticle
Languageen
FieldMedicine
TopicLung Cancer Research Studies
Canadian institutionsColumbia College
Fundersnot available
KeywordsEconomic JusticePoliticsConcurrenceSovereigntyConstitution
DOInot available

Abstract

fetched live from OpenAlex

For seventy years, Puerto Ricans have been bitterly divided over how to decolonize the island, a U.S. territory. Many favor Puerto Rico’s admission into statehood. But many others support a different kind of relationship with the United States: they believe that in 1952, Puerto Rico entered into a “compact” with the United States that transformed it from a territory into a “commonwealth,” and they insist that “commonwealth” status made Puerto Rico a separate sovereign in permanent union with the United States. Statehood supporters argue that there is no compact, nor should there be: it is neither constitutionally possible, nor desirable as a goal of self-determination. Without even acknowledging the existence of this debate, Justice Sotomayor recently declared the existence of the “compact” in a concurrence in a case in which no one raised it. By doing so, Justice Sotomayor took sides in the divisive political debate over Puerto Rico’s future.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.358
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.029
GPT teacher head0.322
Teacher spread0.292 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2020
Admission routes1
Has abstractyes

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