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Record W7102811689 · doi:10.3138/utlj-2025-0046

Individual freedom and the supremacy of law: Alan Brudner on criminal justice

2025· article· en· W7102811689 on OpenAlexvenueno aff

Bibliographic record

VenueUniversity of Toronto Law Journal · 2025
Typearticle
Languageen
FieldNeuroscience
TopicFree Will and Agency
Canadian institutionsnot available
Fundersnot available
KeywordsCriminal justiceCriminal lawHegelianismSubject (documents)PoliticsTheory of criminal justiceCriminal procedureEconomic Justice

Abstract

fetched live from OpenAlex

This article considers Alan Brudner’s contribution to criminal law theory. Part I makes clear just how distinctive his Hegelian account of criminal law is from the two accounts that dominated the field over the past half century. Part II considers the important connection between criminal justice and the authority of law that stands at the centre of Brudner’s Hegelian account. We need not go as far as Hannah Arendt and insist that ‘authority has vanished from the modern world,’ but it has largely disappeared from discussions of criminal law, and the subject is much the poorer for that. Brudner’s work leads the way to a recovery and recentring of authority in our account of the field. Part III considers the significance of Brudner’s insistence that his is a distinctively liberal account of criminal law. Although his account is distinctively liberal, the connection he draws between criminal law and political authority speaks not only to liberals but to anyone who recognizes the importance of legal ordering.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.021
Threshold uncertainty score0.062

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.033
Scholarly communication0.0060.006
Open science0.0010.002
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0020.001

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 head0.022
GPT teacher head0.235
Teacher spread0.214 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreCommentary

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
Published2025
Admission routes1
Has abstractyes

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