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Record W7128982814

Codification of French legal terminology in France and Quebec: Comparative Analysis

2025· dissertation· fr· W7128982814 on OpenAlexaboutno aff
Nataliia Kostenko

Bibliographic record

VenueDigital Repository (National Repository of Grey Literature) · 2025
Typedissertation
Languagefr
FieldArts and Humanities
Topiclinguistics and terminology studies
Canadian institutionsnot available
Fundersnot available
KeywordsTerminologyStrengths and weaknessesContext (archaeology)Presentation (obstetrics)FrenchLegal translationLegislature
DOInot available

Abstract

fetched live from OpenAlex

This thesis focuses on the comparative analysis of French legal terminology codification in France and Quebec. The thesis consists of five chapters and first establishes the conceptual foundations of language and legal terminology codification, then places them in the historical, sociopolitical, and legislative context of France and Quebec. This is followed by a presentation of the institutions responsible for the codification of legal terminology in the Francophone areas studied, their organizational hierarchy, and the codification processes, methods, and tools used in both contexts. Furthermore, the thesis offers a comparative view of the extralinguistic factors influencing codification, the institutional arrangements of both systems, and the individual stages of the codification processes. The final chapter includes a quantitative analysis of the results of terminological activities in France and Quebec in 2010-2024 and provides a critical assessment of the strengths and weaknesses of both approaches. The thesis also proposes specific recommendations for improving codification processes in the two environments studied.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.613
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.001
Scholarly communication0.0010.001
Open science0.0000.000
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 head0.015
GPT teacher head0.261
Teacher spread0.245 · 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 designObservational
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
Published2025
Admission routes1
Has abstractyes

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