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Record W1481659832

Book Review: Theory and Practice of Harmonisation, Mads Andenæs & Camilla B. Andersen (Eds)

2013· article· en· W1481659832 on OpenAlexaff
Toby S. Goldbach

Bibliographic record

VenueSSRN Electronic Journal · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicEuropean and International Law Studies
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsTheme (computing)Legal writingLegitimacyPolitical scienceLawCorporate governanceVerdictLegal researchSociologyLaw and economicsManagementComputer scienceEconomics
DOInot available

Abstract

fetched live from OpenAlex

Theory and Practice of Harmonisation is an edited symposium publication which tackles the ambitious topic of legal harmonisation. Some common themes can be identified. First, several papers deal with the background to or reasons for harmonisation and consider whether harmonisation goals are being met.Second, several papers examine language-textual issues or problems with defining concepts. A third centralizing theme is the role of legal institutions, in particular courts, in facilitating harmonisation. Finally, a fourth theme is evident in those papers that look at the instruments, mechanisms or legal techniques that are used to implement harmonisation. As a whole, the text seems somewhat ‘old-fashioned’ in talking about harmonisation – law’s more global operation – without including recent reflections on governance, legal pluralism or similar articulations about multiple jurisdictional claims to legitimacy. Other than superficial mention in a handful of chapters, the text misses out on Comparative Law’s contributions and debates, for example: whether particular legal legacies are better choices than others; whether certain areas of law harmonise more easily; whether and how laws move transnationally; and whether and how local legal culture serves as an obstacle to reception of foreign law.

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)0.011
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: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.021
Threshold uncertainty score0.071

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.011
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0050.012
Science and technology studies0.0010.003
Scholarly communication0.0070.006
Open science0.0010.002
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.0210.011

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 head0.296
Teacher spread0.286 · 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
GenreReview

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

Explore more

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