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Record W4401219259 · doi:10.1080/07011784.2024.2374301

Commentary: the <i>Water Sustainability Act</i> and the hybridized water rights system in British Columbia, Canada

2024· article· en· W4401219259 on OpenAlexaffvenueabout
Donna Forsyth, Mike Wei

Bibliographic record

VenueCanadian Water Resources Journal / Revue canadienne des ressources hydriques · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Issues and Policies
Canadian institutionsUniversity of VictoriaMinistry of Environment
Fundersnot available
KeywordsLegislatureGovernment (linguistics)SustainabilityIndigenousFlexibility (engineering)Political sciencePublic administrationEnvironmental planningBusinessEnvironmental resource managementLawEconomicsGeographyManagementEcology

Abstract

fetched live from OpenAlex

British Columbia (BC)’s First-in-Time, First-in-Right (FITFIR) water rights system was significantly hybridized under the Water Sustainability Act (WSA) in 2016 to enhance water allocation flexibility while addressing concerns and criticisms of the traditional FITFIR system. This Commentary examines the legislative tools introduced in the WSA to facilitate this hybridization and identifies challenges arising from their incomplete implementation. The Commentary underscores current operational challenges that undermine sustainable water use, and advocates for government to address the lack of adequate resourcing and to prioritize implementation of the WSA tools. In addition, this Commentary highlights the vulnerabilities remaining under the WSA, including the jurisdictional gap resulting from unvested water and the authority for specific water uses without direct WSA oversight. The government’s ability to deal effectively with recurring drought and to reduce the economic impacts of limited water supplies in BC depends on addressing these challenges and vulnerabilities; water-related agreements and arrangements with Indigenous nations are also directly impacted.

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)0.004
metaresearch head score (Gemma)0.025
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: Commentary · Consensus signal: Commentary
Teacher disagreement score0.086
Threshold uncertainty score0.626

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.025
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.003
Science and technology studies0.0210.012
Scholarly communication0.0070.003
Open science0.0060.002
Research integrity0.0320.029
Insufficient payload (model declined to judge)0.0100.003

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 head0.006
GPT teacher head0.208
Teacher spread0.202 · 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
GenreCommentary

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

Citations1
Published2024
Admission routes3
Has abstractyes

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