MétaCan
Menu
Back to cohort
Record W2991398131 · doi:10.4000/travailemploi.9098

Le droit du travail en changement

2019· article· fr· W2991398131 on OpenAlexaff
Jérôme Porta

Bibliographic record

VenueTravail et emploi · 2019
Typearticle
Languagefr
FieldSocial Sciences
TopicInternational Labor and Employment Law
Canadian institutionsCegep de Saint Jerome
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Le droit du travail a connu de nombreuses réformes depuis le milieu des années 1980, son architecture ayant en particulier été profondément remodelée au cours de cette dernière décennie. Signe d’un basculement dans la compréhension de leur portée, un questionnement se fait jour au-delà du seul constat de la mise en cause des protections offertes par le droit du travail : ces transformations ne correspondraient-elles pas à l’émergence d’un nouveau « modèle », voire d’un nouveau « paradigme » ? Pourtant la définition de cette nouvelle idée du droit du travail ne fait pas consensus. Au contraire, ses évolutions sont désormais sujettes à conflits d’interprétations. L’émergence de ce questionnement n’en mérite que plus d’être pris au sérieux. En effet, annoncer l’émergence d’un nouveau « modèle » ou « paradigme », ce n’est pas seulement tenter de décrire l’ampleur des changements de la réglementation du travail. Cette affirmation est surtout révélatrice de la fragilisation des cadres d’interprétation qui structurent la discipline du droit du travail. C’est à l’étude de ces « interprétations » et des conflits nés de leur pluralité qu’est consacré cet article.

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)0.005
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.077
Threshold uncertainty score0.153

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.002
Science and technology studies0.0090.021
Scholarly communication0.0170.008
Open science0.0020.006
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.0190.003

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 head0.275
Teacher spread0.260 · 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
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

Citations1
Published2019
Admission routes1
Has abstractyes

Explore more

Same venueTravail et emploiSame topicInternational Labor and Employment LawFrench-language works237,207