MétaCan
Menu
Back to cohort
Record W4398206414 · doi:10.4000/11pdh

Usages et conflits liés à l’eau en Bretagne méridionale aux XIIe et XVe siècles

2024· article· fr· W4398206414 on OpenAlexvenueno aff
Brice Rabot

Bibliographic record

VenueVertigO · 2024
Typearticle
Languagefr
FieldSocial Sciences
TopicMedieval and Early Modern Justice
Canadian institutionsnot available
Fundersnot available
KeywordsArtHistory

Abstract

fetched live from OpenAlex

La Bretagne méridionale présente un réseau hydrographique riche et contrasté, qui marque en profondeur les territoires en les organisant en bassins plus ou moins ouverts sur la façade maritime ou l’intérieur des terres. L’eau est indispensable pour produire les denrées mais aussi pour échanger et pour percevoir des revenus. Les seigneurs tirent profit des rivières et des marais en imposant des types de prélèvements différents. Les logiques d’organisation de l’espace, liant usages de l’eau et conflits, permettent d’esquisser certains traits des sociétés rurales médiévales : comment étaient organisés les prélèvements ? Comment appréhender les conflits à travers les sources ? Sur quels outils les seigneurs prenaient-ils appui pour les résoudre et asseoir leurs droits ? En croisant les approches historique et géographique, cet article se propose d’esquisser quelques traits essentiels pour une thématique qui reste encore largement à explorer.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.906
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0040.004

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 head0.056
GPT teacher head0.371
Teacher spread0.316 · 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
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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueVertigOSame topicMedieval and Early Modern JusticeFrench-language works237,207