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Record W7104294367 · doi:10.71781/2688

La résilience aux inondations à travers les infrastructures vertes et bleues en contexte québécois

2022· dissertation· fr· W7104294367 on OpenAlexaboutno aff

Bibliographic record

VenuePapyrus : Institutional Repository (Université de Montréal) · 2022
Typedissertation
Languagefr
FieldSocial Sciences
TopicWater Governance and Infrastructure
Canadian institutionsnot available
Fundersnot available
KeywordsContext (archaeology)Face (sociological concept)Work (physics)

Abstract

fetched live from OpenAlex

Le besoin d’agir face aux inondations n’a jamais été aussi pressant. Le Québec a connu dernièrement des épisodes exceptionnels qui rendent à l’évidence la vulnérabilité des communautés face aux inondations, notamment d’un point de vue des infrastructures. Il est temps de réaliser un virage vers des innovations de l’aménagement qui seront davantage inclusives de l’eau. Dans cet esprit, les infrastructures vertes et bleues pourraient offrir une solution complémentaire aux infrastructures plus traditionnelles, étant plus respectueuses de l’environnement ainsi que des personnes, caractérisées par une flexibilité qui vient compenser l’incertitude climatique présentement vécue. Ce mémoire de recherche vise à étudier et cadrer le concept d’infrastructures vertes et bleues afin de proposer un scénario adapté au contexte québécois. L’exercice a permis de proposer des interventions théoriques à deux échelles complémentaires, misant sur les réalisations des acteurs de l’eau ainsi que du laboratoire de recherche dans lequel ce mémoire prend place.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.444
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0160.001
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.005
GPT teacher head0.212
Teacher spread0.206 · 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 designQualitative
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
Published2022
Admission routes1
Has abstractyes

Explore more

Same venuePapyrus : Institutional Repository (Université de Montréal)Same topicWater Governance and InfrastructureFrench-language works237,207