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Record W2964551883 · doi:10.4000/vertigo.23554

Infrastructures critiques, vulnérabilisation du territoire et résilience : assainissement et inondations majeures en Île-de-France

2018· article· fr· W2964551883 on OpenAlexvenueno aff
Annabelle Moatty, Magali Reghezza‐Zitt

Bibliographic record

VenueVertigO · 2018
Typearticle
Languagefr
FieldEngineering
TopicInfrastructure Resilience and Vulnerability Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Les réseaux d’assainissement sont des infrastructures critiques dont l’importance dans le processus de vulnérabilisation territoriale et dans la résilience est encore sous-évaluée. Si le rôle des réseaux d’énergie, de transport et de télécommunication dans la survenue des crises et le relèvement post-catastrophe est de mieux en mieux appréhendé, tant du point de vue théorique qu’opérationnel, celui des réseaux d’assainissement reste mal apprécié. Leur vulnérabilité est encore mal connue. Cet article a pour but de montrer, à partir du cas francilien, que les réseaux d’assainissement constituent des enjeux majeurs du territoire. Après avoir recontextualisé les différentes approches des liens entre sécurité et infrastructures critiques, l’article présente l’organisation de l’assainissement en Île-de-France. Il aborde la prise en compte de ce type de réseaux dans les actions de planification et de préparation à l’occurrence d’une crue centennale, et développe les conséquences potentielles de son endommagement ou de sa défaillance pour la gestion de crise et le relèvement post-catastrophe.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.381
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.006
GPT teacher head0.264
Teacher spread0.258 · 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 teacher head, not a consensus.

Study designObservational
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

Citations7
Published2018
Admission routes1
Has abstractyes

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