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Record W2968603102 · doi:10.1162/glep_a_00514

Transformative Water Relations: Indigenous Interventions in Global Political Economies

2019· article· en· W2968603102 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueGlobal Environmental Politics · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicWater Governance and Infrastructure
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousTransformative learningPoliticsPolitical economyColonialismCommodityCorporate governancePolitical scienceEconomySociologyEconomicsLawMarket economyEcology

Abstract

fetched live from OpenAlex

This Special Issue of Global Environmental Politics, on water governance, focuses on the disruptive and transformative potential of Indigenous politics for revealing the multiplicity of political economies and enhancing the theory and practice of global environmental politics. In this issue, we unsettle the assumptions of dominant colonial systems of production and exchange (often the starting point for global environmental politics scholars), using water to bring to light the conflicting approaches of settler colonial and Indigenous political economies. With a focus on the settler colonial states of the Global North—specifically, Canada and the United States—the contributing authors interrogate the ways in which different forms of water relations are positioned at the center of conflicting understandings of land, law, and development trajectories. Through analyses of varying forms of water infrastructure, water law, and waterways, and with careful attention to spatial and temporal distances in production and trade systems, the articles curated here examine conflicting legal forms and traditions, upstream and downstream relations, and opportunities for and limits to resistance by affected communities. In a dominant global political economy with increasing distance between sites of extraction, production, consumption, and discard—and even further removed from the financing that underpins these commodity chains—our Special Issue suggests that the acknowledgment and visibility of multiple forms of water relations contribute to reshaping both economies and environmental outcomes.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.279
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.002

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 head0.008
GPT teacher head0.258
Teacher spread0.250 · 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