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Record W2071909321 · doi:10.1111/1468-0386.00166

Constructing Common Cultures: The Ontological and Normative Dimensions of Law in the European Union and Mercosur

2002· article· en· W2071909321 on OpenAlexaff
Francesco Duina

Bibliographic record

VenueEuropean Law Journal · 2002
Typearticle
Languageen
FieldSocial Sciences
TopicWorld Trade Organization Law
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsNormativeEuropean unionOptimal distinctiveness theoryArticulation (sociology)Salience (neuroscience)Construct (python library)ResizingSociologyPolitical sciencePositive economicsEpistemologyLaw and economicsLawEconomicsInternational tradeSocial psychology

Abstract

fetched live from OpenAlex

Existing research suggests that the European Union (EU) has avoided the formal construction of a supranational culture. Theories in economic sociology predict that market building should entail the concomitant articulation of basic cultural material, above all of ontological and normative notions about the world. In this article we confirm that the EU has formally engaged in cultural construction. Through its system of secondary laws, the EU has in fact produced complex webs of ontological notions about the essence of objects, activities and agents, and of normative notions about the desirability of various situations. Analysis of the content of EU directives and regulations in the areas of working conditions, flora and fauna, and honey supports this claim. Analysis of national reactions and cultural contexts highlights the salience and distinctiveness of the emerging supranational culture. Evidence that Mercosur too has engaged in the production of ontological and normative notions suggests that, in line with the expectations of economic sociology, the EU is not unique, though the two markets can construct different notions when addressing identical subject matters. The implications of the findings for European enlargement and the comparative study of common markets are discussed.

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)0.011
metaresearch head score (Gemma)0.014
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.013
Threshold uncertainty score0.060

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.002
Science and technology studies0.0100.063
Scholarly communication0.0130.015
Open science0.0010.010
Research integrity0.0040.003
Insufficient payload (model declined to judge)0.0010.000

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 head0.032
GPT teacher head0.271
Teacher spread0.239 · 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
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
Published2002
Admission routes1
Has abstractyes

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Same venueEuropean Law JournalSame topicWorld Trade Organization LawFrench-language works237,207