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Record W648700909 · doi:10.20495/seas.1.2_352

FRANÇOIS MOLLE, TIRA FORAN and MIRA KÄKÖNEN, eds. Contested Waterscapes in the Mekong Region: Hydropower, Livelihoods and Governance. London: Earthscan Publications Ltd., 2009, xviii+426 p.

2012· article· en· W648700909 on OpenAlexaff
Vanessa Lamb

Bibliographic record

VenueSoutheast Asian studies · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicWater Governance and Infrastructure
Canadian institutionsYork University
Fundersnot available
KeywordsLivelihoodCorporate governanceHydropowerGeographyPolitical scienceEconomicsBiologyArchaeologyEcologyManagement

Abstract

fetched live from OpenAlex

One of the most important undertakings of this book is that it seeks to understand critical issues of livelihood, development, and governance in mainland Southeast Asia through a focus on both water and land resources, in relationship to one another and in their relationship to societies in the region.This de-centers what I would argue is a focus in a large amount of academic literature that, through an explicit focus on "land"-and to a lesser extent "water"-essentializes these categories as distinct resources rather than questioning their division and exploring their connections.The concept that draws this out and binds the book's chapters together is the "waterscape": "landscapes viewed through the lens of their water resources, taken as a defining element of both ecosystems and human life" (p.2).I believe the concept has been inspired by Erik Swyngedouw's (1999) important work on the Spanish waterscape where the term is developed as a critique of long-standing academic scholarship that separated the social and natural elements of water (instead of seeing them as connected).However, the term also functions as a critique of the more traditional understanding of scale in water resources analysis by questioning the naturalized scale of the "water basin" or "watershed."I would also argue that this innovative focus on waterscape owes much to the team of editors and authors that put Contested Waterscapes together.The authors are part of the Mekong Program on Water, Environment and Resilience, or M-POWER, network, which combines both activists and academics (and activist-academics) in the Mekong Region which includes Cambodia, Lao PDR, Burma, Thailand, Vietnam and China's Yunnan Province.Rather than offer pessimistic conclusions, the authors "invite the reader to explore more thoroughly how waterscapes have been, and are being, transformed" (p.13) through economic change, environmental uncertainty, and grassroots resistance.Contested Waterscapes is divided into three parts, respectively focused on "Hydropower Expansion in the Mekong Region," "Livelihoods and Development," and "Institutions, Knowledge and Power."Readers already familiar with hydropower development in the region may find the information in Part I increasingly dated in the three years that have elapsed since the book's 2009 publication date. 1) However, these chapters do provide essential historical background combined with informed analysis of local and region-wide hydropower development and governance issues.The final chapter of this section, by Darrin Magee and Shawn Kelley, provides an overview of 1) Additional resources published since 2009 include: articles in the journals Water Alternatives (in particular, the WCD+10 special issue) and Water Policy as well as the next book in this series by Lazarus et al. (2011).

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.033
Threshold uncertainty score0.109

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.006
Science and technology studies0.0010.002
Scholarly communication0.0060.006
Open science0.0010.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0330.011

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 head0.045
GPT teacher head0.311
Teacher spread0.266 · 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 designNot applicable
Domainnot available
GenreReview

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
Published2012
Admission routes1
Has abstractyes

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