MétaCan
Menu
Back to cohort
Record W2909595774

L’inflation normative

2018· article· en· W2909595774 on OpenAlexvenueno aff
Ejan Mackaay

Bibliographic record

VenueLex Electronica · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPhilosophyDevaluationNormativePolitical scienceEpistemology
DOInot available

Abstract

fetched live from OpenAlex

Le terme « inflation normative » semble viser une generalisation, vers l'ensemble du droit, de la notion d'inflation legislative, definie comme l'accroissement disproportionne du nombre et de la longueur des lois. Comme pour l'inflation monetaire, la surabondance des signes risque d'entrainer leur devaluation (Carbonnier). S'agit-il d'une maladie benigne ou du symptome d'une pathologie systemique de l'Etat ? Est-elle est specifique a notre epoque ou etait-elle deja connue auparavant ? Ses effets se declareraient–ils uniformement a travers le droit ou dans certains secteurs plus que dans d'autres ? Si tant est que l'inflation normative provoque des effets pernicieux qui doivent retenir l'attention, il faut en determiner l'origine ou les causes et s'interroger sur des correctifs qui ont ete essayes ou qui pourraient l'etre.

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)0.006
metaresearch head score (Gemma)0.017
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: Other · Consensus signal: Other
Teacher disagreement score0.009
Threshold uncertainty score0.031

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.017
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0020.014
Scholarly communication0.0070.006
Open science0.0010.004
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.0090.002

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 head0.016
GPT teacher head0.331
Teacher spread0.315 · 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
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
Published2018
Admission routes1
Has abstractyes

Explore more

Same venueLex ElectronicaSame topicSocial Sciences and GovernanceFrench-language works237,207