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Record W2620102025

Rethinking Water Governance: Moving Beyond Water-Centric Perspectives in a Connected and Changing World

2017· article· en· W2620102025 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueVU Research Portal · 2017
Typearticle
Languageen
FieldEnvironmental Science
TopicWater-Energy-Food Nexus Studies
Canadian institutionsUniversity of Waterloo
FundersUniversity of Waterloo
KeywordsCorporate governanceWater securityNexus (standard)Resilience (materials science)Integrated water resources managementWater resourcesBusinessEnvironmental resource managementWater sectorEnvironmental planningEconomicsEnvironmental scienceComputer scienceEcology
DOInot available

Abstract

fetched live from OpenAlex

From the “water-centric” perspective that is common within the world’s large and diverse water community, water is of central importance, and improving water governance is self-evidently essential. Some water problems can be addressed using water-centric approaches such as watershed management. Unfortunately, evidence is mounting that suggests that many other water problems cannot because their causes and drivers, at scales from local to global, are partly or wholly external to those traditionally considered within the water sector. Water governance in these cases needs to better account for a range of external connections that strongly influence water-related outcomes of concern and contribute to governance failures. These connections frequently manifest through external actors, drivers, and institutions. We address this issue by critically reflecting on the limitations of water-centric perspectives; surveying the water governance literature to identify external connections that can influence water governance; examining the extent to which four major approaches address actors, drivers, and institutions that connect water governance to other sectors and decision making situations (Integrated Water Resources Management, water security, water-energy-food nexus, water resilience); and considering key conceptual and practical challenges of moving beyond water-centric approaches where this is warranted. Building on emerging thinking within the water community, we propose that key open questions requiring urgent attention relate to reconciling water-centric and non-water-centric approaches, thinking critically about boundary judgments, and re-thinking conceptual and practical approaches to water governance to better account for external connections. The article contributes to emerging conversations about the future of water governance in an increasingly complex, connected and rapidly changing world.

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.

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 categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.179
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 studies0.0010.001
Scholarly communication0.0000.001
Open science0.0000.002
Research integrity0.0000.000
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 head0.049
GPT teacher head0.309
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