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Record W4405745442 · doi:10.3389/fpos.2024.1478530

Public education, multinational citizenship, and territorial legitimacy: analyzing the 2004 and 2023 Ontario curricula on Indigenous peoples

2024· article· en· W4405745442 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueFrontiers in Political Science · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Education and Multiculturalism
Canadian institutionsQueen's University
FundersSocial Sciences and Humanities Research Council of Canada
KeywordsLegitimacyIndigenousMultinational corporationCitizenshipPolitical scienceCurriculumCitizenship educationEconomic growthEnvironmental ethicsPublic administrationLawPolitics

Abstract

fetched live from OpenAlex

Through an analysis of the Ontario public school curriculum grounded in normative analytics drawn from philosophical theories of territorial rights and state legitimacy, this paper investigates the role of public education in promoting and/or undermining the conditions for the formation of multinational identities among the members of the (English-speaking) majority group in Canada. That is, it investigates compulsory public education curricula for the potential to transmit representations that furnish students with the resources for forming beliefs and attitudes that recognize Canada to be a treaty federation of distinct peoples with rights to territory and self-determination. As the paper argues, under present conditions in the Canadian context, public education with a mind to producing a multinational ethos is a requirement of political legitimacy. As we will see, there is evidence to suggest that public education is undergoing a transformation in Canada’s largest province with respect to its treatment of contemporary Indigenous presence, historical treaty-making, and the history of colonial wrongdoing – although serious omissions remain, notably in the areas of Indigenous governance, and consent and consultation. The results of curricular evolution can thus be expected to remain ambiguous with respect to the ideals of territorial legitimacy and treaty federalism, alongside the problematic discursive arena provided by the national news media and other sites of identity formation.

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)0.002
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 score0.753
Threshold uncertainty score0.994

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.002
Scholarly communication0.0010.000
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 head0.021
GPT teacher head0.322
Teacher spread0.301 · 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