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Record W6991963703

Introduction, Symposium: The Evolution of Justice Anthony M. Kennedyâs Jurisprudence

2013· article· en· W6991963703 on OpenAlexaboutno aff

Bibliographic record

VenueScholarly Commons (University of the Pacific) · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicJudicial and Constitutional Studies
Canadian institutionsnot available
Fundersnot available
KeywordsJurisprudenceSupreme courtEconomic JusticeState (computer science)State supreme courtQuarter (Canadian coin)
DOInot available

Abstract

fetched live from OpenAlex

of the United States Supreme Court needs little justification.Justice Kennedy's jurisprudence undeniably deserves special attention, with his increasing frequency as the deciding vote on the Supreme Court.As the thoughtful contributions that follow demonstrate, Justice Kennedy's growing number of opinions offer a rich body of material for scholarly exploration, easily justifying similar symposia at every American law school at the beginning of the twenty-first century.Thus, in celebration of Justice Kennedy's quarter century of service on the United States Supreme Court, this issue of the McGeorge Law Review, "The Evolution of Justice Anthony M. Kennedy's Jurisprudence," has gathered a series of articles by noted scholars, some former Kennedy court clerks, and other teaching colleagues.They reveal Justice Kennedy's indelible influence on the current state of American law by exploring his opinions in the areas of life, liberty, and property, the First Amendment, criminal justice, and a commentary on the emerging significance of international law in his thinking.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.807
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.002
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.013
GPT teacher head0.216
Teacher spread0.203 · 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 designTheoretical or conceptual
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
Published2013
Admission routes1
Has abstractyes

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