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Where are we coming from? Are there any useful lessons from our administrative history?

2003· article· en· W2071244128 on OpenAlexaffabout
James Iain Gow, John Hodgetts

Bibliographic record

VenueCanadian Public Administration · 2003
Typearticle
Languageen
FieldSocial Sciences
TopicPublic Policy and Administration Research
Canadian institutionsUniversity of TorontoUniversité de Montréal
Fundersnot available
KeywordsBureaucracyPolitical scienceHumanitiesAdministration (probate law)Public administrationDemocracyIdeologyPoliticsEthnologySociologyLawPhilosophy

Abstract

fetched live from OpenAlex

Abstract: This article challenges the notion that contemporary conditions are so new that there are no useful lessons to be learned from administrative history. Beginning with the observation that many recent innovations in public organizations were foreshadowed under the United Canadas, 1841–1867, it asks why they were gradually abandoned over the first century of Confederation, only to be revived recently. For reasons of efficiency and democratic governance, the department became the keystone organization of Canadian public administration, and bureaucracy the key decision‐making technology. Changes in economic conditions, technology, élite ideology and political culture led to the introduction of public management as an alternative to bureaucracy. Neither form has met all the needs of politicians, public servants and citizens. One lesson of the past is that other values, like representativeness, will assert themselves with the result that the system will continue to evolve. Sommaire: Cet article conteste la notion voulant que les conditions contemporaines sont si nouvelles qu'il n'y a pas de leçon utile à chercher dans I'histoire administrative. Partant de I'observation que plusieurs innovations récentes en organisation publique avaient leur pendant sous les Canadas Unis, 1841–1867, I'article cherche à comprendre pourquoi celles‐ci furent graduellement abandonnées pendant le premier siècle de la Confédération puis redécouvertes récemment. Pour des raisons d'efficience et de gouveme démocratique, le ministère devint I'organisation de préférence au sein de I'administration publique canadienne, tandis que la bureaucratie devint le mode décisionnel préféré. Des changements aux conditions économiques, à la technologie, à I'idélogie des élites et à la culture politique ont menéà I'introdudion du management public comme alternative à la bureaucratie. Aucun de ces changements n'a satisfait tous les besoins des politiciens, des fonctionnaires et des citoyens. Le passé suggère que d'autres valeurs, telle la représentativité, vont s'imposer, poussant le système àévoluer encore.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.911
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.184
GPT teacher head0.386
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 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

Citations12
Published2003
Admission routes2
Has abstractyes

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