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Record W2231547810 · doi:10.26686/vuwlr.v43i1.5412

The State of Judicial Scrutiny of Public Contracting in New Zealand and Canada

2012· article· en· W2231547810 on OpenAlexaffabout
David Mullan

Bibliographic record

VenueVictoria University of Wellington Law Review · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicLegal principles and applications
Canadian institutionsQueen's University
Fundersnot available
KeywordsScrutinyProcurementGovernment (linguistics)Context (archaeology)LawPolitical sciencePublic administrationSubject (documents)State (computer science)Public lawGovernment procurementLaw and economicsBusinessEconomics

Abstract

fetched live from OpenAlex

This article evaluates the varying ways in which the courts of New Zealand and Canada respond to arguments that government procurement exercises are subject to the principles and remedies of public law. While conceding that context is critical and that there are many, often competing considerations that are relevant in the evaluation of such arguments, the author contends that the courts in both countries should at least on occasion be open to the availability of public law remedies for misfired government procurement exercises, and, more importantly, whether by judicial review or civil action, to the deployment of public law principles in the assessment of the procedural and substantive components of government procurement. More generally, the author warns against the movement in both countries in the direction of the assimilation of public procurement within existing principles and remedies of private tendering law.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.994
Threshold uncertainty score0.141

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.023
GPT teacher head0.258
Teacher spread0.234 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations3
Published2012
Admission routes2
Has abstractyes

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