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Record W4414535471

Droit civil. A jour au 15 décembre 2024

2025· book· fr· W4414535471 on OpenAlexaboutno aff
Guillaume Beaussonie, Maryline Bruggeman, Sophie Deville, Quentin Guiguet-Schielé, Solenne Hortala, Alexandre Ferraci

Bibliographic record

VenueToulouse Capitole Publications (University Toulouse 1 Capitole) · 2025
Typebook
Languagefr
FieldHealth Professions
TopicHealth, Medicine and Society
Canadian institutionsnot available
Fundersnot available
KeywordsPrivate lifeDatabase queryQuarter (Canadian coin)
DOInot available

Abstract

fetched live from OpenAlex

A jour au 15 décembre 2024, ce manuel de droit civil a été conçu afin d'assurer une préparation optimale à l'épreuve de l'examen d'accès au CRFPA. Il est composé de 42 fiches thématiques et un galop d’essai final corrigé permettant d'aborder avec clarté et exhaustivité les connaissances et la méthodologie à mobiliser lors de l'examen, conformément au programme fixé par l’arrêté du 17 octobre 2016. Chaque fiche s'articule ainsi : un schéma de synthèse pour visualiser l'essentiel en un clin d'œil ; les connaissances essentielles (cours, articles, jurisprudences fondamentales de la matière…) ; une bibliographie complète pour aller plus loin et étoffer ses connaissances ; des cas pratiques corrigés pour se mettre dans les conditions de l'épreuve. Tout en couleur, cet ouvrage contient de nombreux encadrés ("Exemple", "Jurisprudence"…), afin d'aider le candidat à se préparer et réussir l’examen d'entrée au CRFPA. (4e de couverture)

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)0.004
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.140
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.002
Meta-epidemiology (narrow)0.0020.003
Meta-epidemiology (broad)0.0040.002
Bibliometrics0.0040.005
Science and technology studies0.0090.002
Scholarly communication0.0000.002
Open science0.0050.002
Research integrity0.0100.016
Insufficient payload (model declined to judge)0.0140.010

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 head0.029
GPT teacher head0.303
Teacher spread0.274 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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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Same venueToulouse Capitole Publications (University Toulouse 1 Capitole)Same topicHealth, Medicine and SocietyFrench-language works237,207