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2002· article· en· W4289255483 on OpenAlexaboutno aff

Bibliographic record

VenueCanadian Public Administration · 2002
Typearticle
Languageen
FieldSocial Sciences
TopicPolitical Systems and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsMindsetContext (archaeology)State (computer science)ManagementCertaintyPolitical scienceGovernment (linguistics)InternationalizationSociologyPublic administrationEnvironmental ethicsHistoryPhilosophyArchaeologyEconomics

Abstract

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Searching for Certainty ‐ Inside the New Canadian Mindset By DARRELL BRICKER and EDWARD CREENSPON. Paradigm Shift: Globalization and the Canadian State By STEPHEN MCBRIDE. The Internationalization of Public Management: Reinventing the Third World State Edited by WILLY MCCOURT and MARTIN MINOGUE. The 2000 Federal Budget: Retrospect and Prospect Edited by PAUL A. R. HOBSON and THOMAS A. WILSON. La gestion des ressources humaines dans les organisations publiques: collection Parametres De LOUISE LEMIRE et YVBS‐CHANTAL GAGNON. Making Results‐Based State Government Work By BLAINE LINER, HARRY P. HATRY, ELISA VINSON, RYAN ALLEN, PAT DUSENBURY, SCOTT BRYANT and RON SNELL. Canadian Environmental Policy: Context and Cases Edited by DEBORAL. VANNIJNATTEN and ROBERT BOARDMAN. Planning Canadian Regions By GERALD HODGE and IRA M. ROBINSON.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.932
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0120.001

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 head0.068
GPT teacher head0.299
Teacher spread0.231 · 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; both teacher heads agree on what is shown here.

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
Published2002
Admission routes1
Has abstractyes

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