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Record W4292881808 · doi:10.4000/eccs.5454

Régions et régionalisme au Canada – construire et gérer l’espace politique, social et culturel

2022· paratext· fr· W4292881808 on OpenAlexaboutno aff
Laurence Cros, Andrew Ives, Lorie-Anne Rainville, Benoît Raoulx

Bibliographic record

VenueÉtudes canadiennes / Canadian Studies · 2022
Typeparatext
Languagefr
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

Ce numéro 92 publie huit articles issus des interventions présentées lors du 44e Congrès de l’Association française d’études canadiennes, organisé par l’Université de Caen Normandie sur le thème « Régions et régionalisme au Canada – construire et gérer l’espace politique, social et culturel ». Initialement prévu en juin 2020 et annulé pour cause de pandémie de Covid-19, il s’est finalement tenu en visioconférence en juin 2021. La thématique « Régions et régionalisme » avait été choisie pour permettre un large éventail d’approches disciplinaires, que reflètent les articles de ce numéro. Elle invitait les spécialistes en études canadiennes à se pencher sur la question du territoire et à s’interroger sur la genèse de ces espaces politiques, qui sont parfois en concurrence, sur la manière de les gouverner, et sur le lien entre les espaces politiques et le sentiment d’appartenance sociale des citoyens.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation 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: Other · Consensus signal: Other
Teacher disagreement score0.065
Threshold uncertainty score0.471

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.009
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.005
Science and technology studies0.0070.006
Scholarly communication0.0060.002
Open science0.0010.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0180.001

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 head0.041
GPT teacher head0.325
Teacher spread0.283 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreOther

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
Published2022
Admission routes1
Has abstractyes

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Same venueÉtudes canadiennes / Canadian StudiesSame topicSocial Sciences and GovernanceFrench-language works237,207