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Record W2558801273

The Extraordinary Employment Tenure of New Brunswick Municipal Officers: A Case of the Entrenched Civil Servant?

2016· article· en· W2558801273 on OpenAlexaffabout
Geoffrey Martin

Bibliographic record

VenueJournal of New Brunswick Studies / Revue d’études sur le Nouveau-Brunswick · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsMount Allison University
Fundersnot available
KeywordsIndependence (probability theory)Civil servantGovernment (linguistics)Political sciencePublic administrationServantLawCivil servantsSociologyPoliticsEngineering
DOInot available

Abstract

fetched live from OpenAlex

Peter McCormick has examined the evolution of the concept of judicial independence, and has noted that it is increasingly being granted to individuals who act under administrative law. This article examines the “extraordinary employment tenure” granted to municipal officers, partly through this lens. This protection for senior managers exists in its purest form in New Brunswick, Prince Edward Island, and Quebec, though I will concentrate on the first case. I will discuss the rationales for its initial adoption, its implications for council-staff relations, and the extent to which this grants clerks, treasurers, and chief administrative officers an unusually independent role within municipal government.

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.514
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0020.002
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0000.001
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 head0.043
GPT teacher head0.280
Teacher spread0.238 · 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
Published2016
Admission routes2
Has abstractyes

Explore more

Same venueJournal of New Brunswick Studies / Revue d’études sur le Nouveau-BrunswickSame topicCanadian Identity and HistoryFrench-language works237,207