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Record W1963505911 · doi:10.7202/1006756ar

Réflexion sur l’apport de l’ouvrage. Comment on écrit l’histoire sur la formation à la recherche en droit

2011· article· fr· W1963505911 on OpenAlexaffvenue
Mathieu Devinat

Bibliographic record

VenueLes Cahiers de droit · 2011
Typearticle
Languagefr
FieldBusiness, Management and Accounting
TopicLegal Systems and Institutions
Canadian institutionsUniversité de Sherbrooke
Fundersnot available
KeywordsHumanitiesPhilosophyArt

Abstract

fetched live from OpenAlex

Les chercheurs spécialisés en droit ont souvent pris pour modèle la méthodologie de la recherche inspirée des différentes sciences humaines. Or, les réflexions élaborées par certains historiens sur leur propre méthodologie, plus particulièrement celles qui ont été livrées par Paul Veyne dans son ouvrage Comment on écrit l’histoire, sont aussi très éclairantes pour toute personne qui s’interroge sur la méthodologie de la recherche en droit. Selon cet auteur, et paradoxalement, « l’histoire n’a pas de méthode » et les historiens « racontent des événements vrais qui ont l’homme pour acteur ». Transposées au domaine du droit, ces affirmations libéreraient en quelque sorte le chercheur d’une quête d’une méthodologie « scientifique » tout en le soumettant à une exigence, celle de décrire des événements vrais. La transposition est-elle possible ? L’épistémologie historique est-elle pertinente pour les juristes ? Voilà les questions que l’auteur abordera dans l’article qui suit.

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)0.022
metaresearch head score (Gemma)0.038
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: Methods · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.978
Threshold uncertainty score0.115

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0220.038
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0090.044
Scholarly communication0.0190.020
Open science0.0030.009
Research integrity0.0090.013
Insufficient payload (model declined to judge)0.0160.004

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 head0.077
GPT teacher head0.261
Teacher spread0.185 · 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.

Study designTheoretical or conceptual
DomainMethods
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

Citations1
Published2011
Admission routes2
Has abstractyes

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