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Record W2524712710 · doi:10.60082/2817-5069.3059

Book Note: Natural Law In Court: A History Of Legal Theory In Practice, by R. H. Helmolz

2016· article· en· W2524712710 on OpenAlexvenueno aff
Adam Giancola

Bibliographic record

VenueOsgoode Hall law journal · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicLegal principles and applications
Canadian institutionsnot available
Fundersnot available
KeywordsLawStatutePolitical scienceLegal historyEconomic JusticeComparative lawCommon lawNatural lawLegal professionSociology

Abstract

fetched live from OpenAlex

AFTER THE FALL OF NATIONAL SOCIALISM, the German legal theorist and former Minister of Justice Gustav Radbruch famously wrote “[w]here there is not even an attempt at justice, where equality, the core of justice, is deliberately betrayed in the issuance of positive law, then the statute is not merely ‘flawed law’, it lacks completely the very nature of law.”2 For Radbruch, courts needed to have in certain circumstances recourse to principles of justice beyond those available in the written statute; a kind of natural law. Radbruch’s call for an application of natural law at court evokes the central question in R. H. Helmholz’s latest book, Natural Law In Court: A History of Legal Theory in Practice3: has the law of nature ever had any real bearing on the growth of the substantive law in the West? To answer this question, Helmholz places great emphasis on the history of court process, with a consideration of cases from Europe, England, and the United States spanning from the early modern period to the nineteenth century. Rather than relying on individual writers on natural law—a subject already well-canvassed in the literature4—Helmholz limits his investigation to legal education in each of these jurisdictions and its application at court.

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)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.013
Threshold uncertainty score0.049

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.003
Science and technology studies0.0040.018
Scholarly communication0.0050.009
Open science0.0010.002
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0080.002

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 head0.011
GPT teacher head0.290
Teacher spread0.279 · 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 designNot applicable
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
Published2016
Admission routes1
Has abstractyes

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Same venueOsgoode Hall law journalSame topicLegal principles and applicationsFrench-language works237,207