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Record W4406271817 · doi:10.32316/hse-rhe.2024.5253

A History of “Francophone Perspectives” in Alberta's Social Studies Curricula (1993–2024)

2025· article· en· W4406271817 on OpenAlexafffundvenueabout
Raphaël Gani

Bibliographic record

VenueHistorical Studies in Education / Revue d histoire de l éducation · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducator Training and Historical Pedagogy
Canadian institutionsUniversité Laval
FundersGovernment of Alberta
KeywordsCurriculumFrenchSociologyPolitical sciencePedagogyHistoryArchaeology

Abstract

fetched live from OpenAlex

In 2005, Alberta’s ministry of education introduced a mandate to learn about “Francophone perspectives” in its social studies curriculum, from kindergarten to grade 12. This curriculum, which is now under reform, failed to define the terms “perspectives” and “Francophone perspectives;” in addition, it neglected to outline the historical and constitutional reasons that justified their inclusion. This article considers how and why the term “Francophone perspectives” found its way into the Alberta curriculum. I analyzed the draft and final versions of the social studies curriculum since the term first appeared in a 1999 draft, as well as related government consultations and the testimonies of curriculum authors. I argue that Francophone perspectives were recognized and kept their place, despite criticism, due to: 1) unprecedented partnerships between Canadian ministries of education as well as Indigenous, francophone, and anglophone curriculum authors; 2) their mobilization of James Banks’s transformative approach to multicultural education; 3) an underlying pluralist vision of Canada as a partnership between francophones, Indigenous peoples, and anglophones; and 4) the authors’ protection of Francophone and Indigenous perspectives amidst negative feedback. This article illuminates the advent of the now-popular multi-perspectival approach to social studies in Western and Northern Canada as well as the crafting of new ways to write curriculum in partnership.

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)0.006
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.175
Threshold uncertainty score0.957

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0300.027
Scholarly communication0.0090.002
Open science0.0010.005
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0040.000

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 head0.188
GPT teacher head0.435
Teacher spread0.247 · 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 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
Published2025
Admission routes4
Has abstractyes

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