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Record W3121555777

User Fee Design by Canadian Municipalities: Considerations Arising from the Case Law

2014· article· en· W3121555777 on OpenAlexvenueaboutno aff
Kelly Isabel Emmerson Farish, Lindsay M. Tedds

Bibliographic record

VenueCanadian Tax Journal/Revue fiscale canadienne · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicLocal Government Finance and Decentralization
Canadian institutionsnot available
Fundersnot available
KeywordsUser feeDevolution (biology)Principal (computer security)BusinessPoliticsInterpretation (philosophy)Key (lock)Public administrationPublic economicsPolitical scienceLaw and economicsLawEconomicsComputer scienceComputer security
DOInot available

Abstract

fetched live from OpenAlex

Municipal governments in Canada have come to rely increasingly on user fees to fund local services, as they struggle to deal with the combined pressures of federal and provincial devolution of responsibility for such services and the political costs of raising property taxes. While there is a substantial body of literature regarding the rationale for user fees, little information exists about how to design and implement a user fee so as to ensure that it satisfies the legal requirements for imposing this type of levy. The authors provide a detailed review of the existing Canadian case law to highlight key legal, technical, and administrative issues facing municipalities in designing and implementing user fees. The discussion focuses in particular on the principal legal tests for user fees and the application of those tests in specific cases. Through their analysis, the authors draw attention to several unresolved issues and inconsistencies in the application and interpretation of the tests, which need to be navigated and addressed by the courts.

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 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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.640
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0050.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.027
GPT teacher head0.226
Teacher spread0.199 · 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 teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

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
Published2014
Admission routes2
Has abstractyes

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