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Record W4410005804 · doi:10.47191/ijmra/v8-i04-70

A Model of Civic Education in Canada

2025· article· en· W4410005804 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

VenueINTERNATIONAL JOURNAL OF MULTIDISCIPLINARY RESEARCH AND ANALYSIS · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicEducator Training and Historical Pedagogy
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceGeographySociologyPublic administration

Abstract

fetched live from OpenAlex

This article discusses the teaching model of civics education and the structure and content of the civics education curriculum in Canada. Aims to provide an understanding of the teaching model of civic education in Canada as well as the structure and learning model in Canada both in school and out of school for the younger generation as well as the teaching the concept of citizenship for immigrants is done through a comprehensive and inclusive approach. a comprehensive and inclusive approach. For local residents, civic education civic education is designed to form citizens who are aware of their rights, responsibilities as citizens, appreciate diversity and participate in society. in society. While civic education instruction for immigrants is supported by governmentcontent of the civic education curriculum in Canada. The research method used is a literature study with a qualitative approach that describes descriptively, secondary data sources in the form of relevant literature in the form of books and various journal articles used to support research. Results research showed that the teaching of civic education learning model civic education -funded organizations, service providers, community centres, and housing agencies, it aims to help immigrants understand their rights, culture, responsibilities, and responsibilities in Canada. housing agencies aims to help immigrants understand their rights, culture, and responsibilities in Canada. The content of the civics education curriculum in Canada is governed by section 93 of the Canadian Constitution Act 1867, exclusive legislative responsibility for education is given to the provinces and territories. Although there are differences in teaching and curriculum content, they share the goal of providing students with the opportunity to learn about citizenship from a variety of perspectives. from a variety of perspectives.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.368
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.147
GPT teacher head0.499
Teacher spread0.352 · 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