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Record W7000375217

Evolution of regional governance in British Columbia with special focus on the Metro Vancouver area

2010· other· en· W7000375217 on OpenAlexaboutno aff

Bibliographic record

VenueUVic’s Research and Learning Repository (University of Victoria) · 2010
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsCorporate governanceGovernment (linguistics)LegislationLocal governmentWork (physics)DelegateResource (disambiguation)Municipal servicesPoolingRural area
DOInot available

Abstract

fetched live from OpenAlex

While the regional district concept of governance in British Columbia was formally introduced by legislation in 1965, it had the benefit of precursors such as the improvement district and community planning area frameworks initiated in 1920's and 1940's, respectively.A deeper examination of references provides evidence of inter-municipal agreements dating back to the early 1900's where adjacent communities pooled resources to secure basic municipal utilities.Interestingly, those basic utilities such as water supply, wastewater collection, transit services provided today by the government sector, were started by private enterprises that have long been forgotten.The motivation for inter-municipal collaboration started with the geographic location of communities in relation to the source of the resource such as water.A single utility system servicing a multiple number of communities permitted pooling of funds to establish, operate, and deliver quality services that could not be afforded or made possible by a single municipality alone.All participating communities in the utility service would benefit from efficiencies yielded by the economy of scale.While the "urban" areas formed alliances to build public utilities, the rural areas were largely unincorporated and in the absence of a local government, the province acted as the municipal government.The burden of providing local government services by the province motivated their work to find alternate government structures to which it could delegate its local responsibility.Improvement districts and community planning areas were precursors to the regional district model and had mixed successes.The desire by the province was to formulate a model that would provide communities in a broader region, general government authority.Recognizing that a "bottom-up" rather than a "top-down" approach to introducing an alternate forms of governance, the Honourable Minister Dan Campbell and Deputy Minister Everett Brown led a consultative process and developed regional district legislation in 1965.A key principle inherent in the legislation is for the provincial government to delegate significant authority to regional districts that brings decision-making closer to the issues.The regional district framework is just that -a framework on which communities can build the type of regional district they want by choosing the functions to include.However, as much as regional districts have enjoyed successful implementation, there have been issues relating to the balance of power between the provincial government and regional government, particularly on the transportation issue in the Metro Vancouver area.Linked with this will be ensuring strong accountability in the face of decision-making boards comprised of non-elected officials.For Metro Vancouver, future issues will become more complex, will be broader in scope, will involve a greater number of stakeholders.The regional district framework recognizes that singular municipalities can not address the service needs of the broader community.Regional district governments formed within the local government structure have bridged the gap between municipalities and the broader community, without creating another Union of BC Municipalities; BC Ministry of Community Services.(2005).Introduction to Regional Districts: Communities in Partnership.

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)0.003
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: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.073
Threshold uncertainty score0.527

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0070.004
Scholarly communication0.0060.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.000

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 head0.015
GPT teacher head0.222
Teacher spread0.207 · 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
GenreOther

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
Published2010
Admission routes1
Has abstractyes

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