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Record W2977016282

Interpreting National Trajectories with Gellner, Anderson and Smith: The Case of Quebec

2019· article· ca· W2977016282 on OpenAlex
Félix Mathieu, Marc André Bodet

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueRACO (Revistes Catalanes amb Accés Obert) (Consorci de Serveis Universitaris de Catalunya) · 2019
Typearticle
Languageca
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsUniversité LavalUniversité du Québec à Montréal
Fundersnot available
KeywordsGenealogyHistory
DOInot available

Abstract

fetched live from OpenAlex

Ernest Gellner, Benedict Anderson and Anthony Smith have had a significant \ninfluence in debates and theoretical discussions concerning the understanding of nations \nand nationalism. However, one should not accept such classic theories ipso facto without \nquestioning their theoretical assumptions. Hence, we find that one way to better understand \nthe way these theories are still relevant (or not) for the understanding of nations and nationalism \nis to confront their explanatory potential with a specific case. This is precisely the \nmain objective, and therefore contribution, of this paper. We thus focus on a “problematic” or \n“abnormal” case relative to a more general understanding of what a nation and nationalism \nought to be. We look at the Canadian province of Quebec, a minority nation that possesses \nits own independent institutional and societal culture, while evolving within a more encompassing \nsovereign state — the Canadian federation. Our goal is less to provide an exhaustive \naccount of socio-historical settings than to use Gellner, Anderson and Smith’s theories to \nprovide a fair interpretation of the way Quebec has evolved as a minority nation within the \nCanadian federation. To our knowledge, no other study has applied a similar framework — \nthese theories of nationalism and their testing — to the Quebec case.

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)0.001
metaresearch head score (Gemma)0.000
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.385
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.002
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.006
GPT teacher head0.210
Teacher spread0.204 · 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