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Record W7036426834

Beyond multinational federalism: reflections on nations and nationalism in Canada

2012· article· en· W7036426834 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueBIROn (Birkbeck, University of London) · 2012
Typearticle
Languageen
FieldComputer Science
TopicNetwork Packet Processing and Optimization
Canadian institutionsnot available
Fundersnot available
KeywordsNationalismMultinational corporationEconomic nationalismQuality (philosophy)
DOInot available

Abstract

fetched live from OpenAlex

This article addresses the problem of managing nationalism in multination states by evaluating the influential multination federal model, as put forward by a group of Canadian scholars. Finding that it employs an overly primordial view of nations, the article argues that John Hutchinson’s approach, which foregrounds the conflict of nationalisms that occurs within nations, offers a better lens from which to bring to light the sources of unity and disunity in multination states. To illustrate this, the article discusses the conflict of nationalisms in Canada, suggesting that a debate over the merits of pan-Canadian nationalism within English Canada and French Québec can be identified. In failing to account for this, the article argues that the multination federal model risks (1) marginalizing French-speaking Quebecers who support pan-Canadian nationalism and (2) encouraging English Canadian nationalism. To conclude, the article suggests that models seeking to mitigate the potential centrifugal effects of nationalism should avoid privileging one type of nationalism over another.

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.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.867
Threshold uncertainty score0.900

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 communication0.0000.001
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 head0.017
GPT teacher head0.222
Teacher spread0.206 · 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