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Record W4210843882 · doi:10.52214/cjal.v35i1.9192

Water Federalism, Tribunalization of Water Justice and Hydro-Politics: India’s Inter-State River Water Disputes Act at 65 Years

2022· article· en· W4210843882 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.

Bibliographic record

VenueColumbia Journal of Asian Law · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicTransboundary Water Resource Management
Canadian institutionsDalhousie University
Fundersnot available
KeywordsFederalismSupreme courtTribunalPolitical scienceState (computer science)LawPoliticsWater tradingWater resourcesWater scarcityWater conservation

Abstract

fetched live from OpenAlex

India’s water federalism is at a crossroads. It is a unique two-tier system that has the constitutional and enabling provisions for water management and inter-state water dispute resolution as its base. These support the tribunal system that adjudicates inter-state river water disputes and administers water justice. More than six decades have elapsed since its establishment. At the same time, during this period, the per capita water availability has fallen drastically. India is now one of the world’s most water-stressed countries. Water disputes between States are becoming more animated and highly volatile. This article examines water federalism in India in terms of two questions: 1) Should water be transferred from the State List to the Concurrent List? 2) Should India persist with the tribunal system or replace it with the judicial process at the Supreme Court level? The first assumes importance as India persists with the river linking project. The second is relevant because the Inter-State River Water Disputes Act is almost 65 years old. In 2016, India’s Supreme Court re-wrote the law, and, more recently, the Union Government sought to revamp the Inter-State River Water Disputes Act through amendments. All these impel the need to re-look the idea of water federalism as it operates in India in its entirety.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.961
Threshold uncertainty score0.999

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 communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.009
GPT teacher head0.237
Teacher spread0.227 · 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